Overview

Brought to you by YData

Dataset statistics

Number of variables	68
Number of observations	818
Missing cells	26.804
Missing cells (%)	48.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	434.7 KiB
Average record size in memory	544.2 B

Variable types

Text	11
Categorical	36
Boolean	3
Numeric	18

Alerts

`TREATMENT_DETAILS` has constant value "Medical Therapy"	Constant
`SV_Status` has constant value "SOMATIC"	Constant
`NCBI_Build` has constant value "GRCh37"	Constant
`DNA_Support` has constant value "True"	Constant
`RNA_Support` has constant value "unknown"	Constant
`Normal_Variant_Count` has constant value "0.0"	Constant
`cancer_type` has constant value "Gastrointestinal Stromal Tumor"	Constant
`sample_class` has constant value "Tumor"	Constant
`cancer_type_detailed` has constant value "Gastrointestinal Stromal Tumor"	Constant
`oncotree_code` has constant value "GIST"	Constant
`somatic_status` has constant value "Matched"	Constant
`AGENT` is highly overall correlated with `EVENT_TYPE` and 5 other fields	High correlation
`Breakpoint_Type` is highly overall correlated with `EVENT_TYPE` and 9 other fields	High correlation
`Class` is highly overall correlated with `Connection_Type` and 9 other fields	High correlation
`Connection_Type` is highly overall correlated with `Class` and 9 other fields	High correlation
`EVENT_TYPE` is highly overall correlated with `AGENT` and 22 other fields	High correlation
`NOTE` is highly overall correlated with `AGENT` and 17 other fields	High correlation
`Normal_Read_Count` is highly overall correlated with `EVENT_TYPE` and 12 other fields	High correlation
`START_DATE` is highly overall correlated with `Breakpoint_Type` and 11 other fields	High correlation
`STOP_DATE` is highly overall correlated with `Breakpoint_Type` and 11 other fields	High correlation
`SUBTYPE` is highly overall correlated with `AGENT` and 5 other fields	High correlation
`SV_Length` is highly overall correlated with `AGENT` and 13 other fields	High correlation
`Site1_Chromosome` is highly overall correlated with `EVENT_TYPE` and 14 other fields	High correlation
`Site1_Position` is highly overall correlated with `EVENT_TYPE` and 8 other fields	High correlation
`Site2_Chromosome` is highly overall correlated with `EVENT_TYPE` and 13 other fields	High correlation
`Site2_Position` is highly overall correlated with `EVENT_TYPE` and 10 other fields	High correlation
`TREATMENT_BEST_RESPONSE` is highly overall correlated with `EVENT_TYPE` and 4 other fields	High correlation
`Tumor_Paired_End_Read_Count` is highly overall correlated with `EVENT_TYPE` and 6 other fields	High correlation
`Tumor_Read_Count` is highly overall correlated with `EVENT_TYPE` and 9 other fields	High correlation
`Tumor_Split_Read_Count` is highly overall correlated with `Breakpoint_Type` and 8 other fields	High correlation
`Tumor_Variant_Count` is highly overall correlated with `EVENT_TYPE` and 5 other fields	High correlation
`age_at_diagnosis` is highly overall correlated with `Breakpoint_Type` and 4 other fields	High correlation
`first_treatment_miotic_rate_50hpf` is highly overall correlated with `EVENT_TYPE` and 1 other fields	High correlation
`first_treatment_tumor_size_cm` is highly overall correlated with `Class` and 1 other fields	High correlation
`gene_panel` is highly overall correlated with `Class` and 4 other fields	High correlation
`institute` is highly overall correlated with `AGENT` and 7 other fields	High correlation
`metastatic_site` is highly overall correlated with `Normal_Read_Count` and 7 other fields	High correlation
`msi_score` is highly overall correlated with `Connection_Type` and 1 other fields	High correlation
`msi_type` is highly overall correlated with `Site2_Chromosome` and 2 other fields	High correlation
`os_adjuvanttherapy` is highly overall correlated with `Site1_Chromosome` and 2 other fields	High correlation
`os_status` is highly overall correlated with `Site2_Position` and 1 other fields	High correlation
`ped_ind` is highly overall correlated with `AGENT` and 21 other fields	High correlation
`pre_therapy_group` is highly overall correlated with `Breakpoint_Type` and 10 other fields	High correlation
`race` is highly overall correlated with `Site1_Chromosome` and 1 other fields	High correlation
`religion` is highly overall correlated with `Normal_Read_Count` and 2 other fields	High correlation
`rfs_months` is highly overall correlated with `EVENT_TYPE`	High correlation
`rfs_status` is highly overall correlated with `TREATMENT_BEST_RESPONSE` and 4 other fields	High correlation
`risk_group` is highly overall correlated with `Breakpoint_Type` and 17 other fields	High correlation
`sample_coverage` is highly overall correlated with `Site1_Chromosome`	High correlation
`sample_type` is highly overall correlated with `Normal_Read_Count` and 5 other fields	High correlation
`stage_at_diagnosis` is highly overall correlated with `Tumor_Paired_End_Read_Count` and 2 other fields	High correlation
`tmb_nonsynonymous` is highly overall correlated with `Breakpoint_Type`	High correlation
`tumor_purity` is highly overall correlated with `Tumor_Split_Read_Count`	High correlation
`institute` is highly imbalanced (90.6%)	Imbalance
`ped_ind` is highly imbalanced (92.6%)	Imbalance
`EVENT_TYPE` is highly imbalanced (97.1%)	Imbalance
`NOTE` is highly imbalanced (64.6%)	Imbalance
`Breakpoint_Type` is highly imbalanced (54.6%)	Imbalance
`metastatic_site` is highly imbalanced (54.7%)	Imbalance
`msi_type` is highly imbalanced (61.3%)	Imbalance
`race` is highly imbalanced (53.7%)	Imbalance
`ethnicity` is highly imbalanced (80.3%)	Imbalance
`institute` has 167 (20.4%) missing values	Missing
`religion` has 148 (18.1%) missing values	Missing
`ped_ind` has 148 (18.1%) missing values	Missing
`rfs_status` has 196 (24.0%) missing values	Missing
`rfs_months` has 196 (24.0%) missing values	Missing
`age_at_diagnosis` has 196 (24.0%) missing values	Missing
`stage_at_diagnosis` has 196 (24.0%) missing values	Missing
`first_treatment_tumor_size_cm` has 196 (24.0%) missing values	Missing
`first_treatment_miotic_rate_50hpf` has 229 (28.0%) missing values	Missing
`pre_therapy_group` has 637 (77.9%) missing values	Missing
`os_adjuvanttherapy` has 196 (24.0%) missing values	Missing
`risk_group` has 576 (70.4%) missing values	Missing
`START_DATE` has 473 (57.8%) missing values	Missing
`STOP_DATE` has 474 (57.9%) missing values	Missing
`EVENT_TYPE` has 473 (57.8%) missing values	Missing
`SUBTYPE` has 474 (57.9%) missing values	Missing
`AGENT` has 478 (58.4%) missing values	Missing
`TREATMENT_BEST_RESPONSE` has 524 (64.1%) missing values	Missing
`NOTE` has 718 (87.8%) missing values	Missing
`TREATMENT_DETAILS` has 474 (57.9%) missing values	Missing
`SV_Status` has 775 (94.7%) missing values	Missing
`Site1_Hugo_Symbol` has 775 (94.7%) missing values	Missing
`Site2_Hugo_Symbol` has 775 (94.7%) missing values	Missing
`Site1_Chromosome` has 776 (94.9%) missing values	Missing
`Site2_Chromosome` has 776 (94.9%) missing values	Missing
`Site1_Position` has 776 (94.9%) missing values	Missing
`Site2_Position` has 776 (94.9%) missing values	Missing
`Site1_Description` has 776 (94.9%) missing values	Missing
`Site2_Description` has 776 (94.9%) missing values	Missing
`NCBI_Build` has 775 (94.7%) missing values	Missing
`Class` has 776 (94.9%) missing values	Missing
`Tumor_Split_Read_Count` has 792 (96.8%) missing values	Missing
`Tumor_Paired_End_Read_Count` has 792 (96.8%) missing values	Missing
`Event_Info` has 775 (94.7%) missing values	Missing
`Breakpoint_Type` has 776 (94.9%) missing values	Missing
`Connection_Type` has 776 (94.9%) missing values	Missing
`Annotation` has 775 (94.7%) missing values	Missing
`DNA_Support` has 791 (96.7%) missing values	Missing
`RNA_Support` has 791 (96.7%) missing values	Missing
`SV_Length` has 776 (94.9%) missing values	Missing
`Normal_Read_Count` has 776 (94.9%) missing values	Missing
`Tumor_Read_Count` has 776 (94.9%) missing values	Missing
`Normal_Variant_Count` has 776 (94.9%) missing values	Missing
`Tumor_Variant_Count` has 776 (94.9%) missing values	Missing
`Comments` has 775 (94.7%) missing values	Missing
`tumor_purity` has 26 (3.2%) missing values	Missing
`msi_score` has 9 (1.1%) missing values	Missing
`msi_type` has 9 (1.1%) missing values	Missing
`age_at_seq_reported_years` has 10 (1.2%) missing values	Missing
`genes_mutados` has 26 (3.2%) missing values	Missing
`race` has 10 (1.2%) missing values	Missing
`ethnicity` has 20 (2.4%) missing values	Missing
`os_status` has 10 (1.2%) missing values	Missing
`os_months` has 55 (6.7%) missing values	Missing
`rfs_months` has 175 (21.4%) zeros	Zeros
`first_treatment_miotic_rate_50hpf` has 45 (5.5%) zeros	Zeros
`SV_Length` has 15 (1.8%) zeros	Zeros
`Normal_Read_Count` has 15 (1.8%) zeros	Zeros
`Tumor_Read_Count` has 15 (1.8%) zeros	Zeros
`msi_score` has 121 (14.8%) zeros	Zeros
`tmb_nonsynonymous` has 26 (3.2%) zeros	Zeros

Reproduction

Analysis started	2025-07-28 14:38:09.744899
Analysis finished	2025-07-28 14:38:32.813900
Duration	23.07 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

sample_id
Text

Distinct	597
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	13.906
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	526 ?
Unique (%)	64.3%

Sample

1st row	P-0000134-T01-IM3
2nd row	P-0000134-T01-IM3
3rd row	P-0000134-T01-IM3
4th row	P-0000134-T01-IM3
5th row	P-0000134-T02-IM3

Value	Count	Frequency (%)
p-0004937-t03-im6	12	1.5%
p-0001315-t02-im5	11	1.3%
p-0001315-t01-im3	11	1.3%
p-0002276-t01-im3	8	1.0%
p-0007513-t03-im5	8	1.0%
p-0002477-t01-im3	7	0.9%
p-0012178-t01-im5	7	0.9%
p-0004937-t01-im5	6	0.7%
p-0000501-t02-im3	6	0.7%
p-0005066-t01-im5	6	0.7%
Other values (587)	736	90.0%

Most occurring characters

Value	Count	Frequency (%)
0	3043	21.9%
-	2454	17.6%
1	1163	8.4%
I	818	5.9%
M	818	5.9%
T	818	5.9%
P	818	5.9%
6	774	5.6%
5	648	4.7%
3	558	4.0%
Other values (5)	1994	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13906	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3043	21.9%
-	2454	17.6%
1	1163	8.4%
I	818	5.9%
M	818	5.9%
T	818	5.9%
P	818	5.9%
6	774	5.6%
5	648	4.7%
3	558	4.0%
Other values (5)	1994	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13906	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3043	21.9%
-	2454	17.6%
1	1163	8.4%
I	818	5.9%
M	818	5.9%
T	818	5.9%
P	818	5.9%
6	774	5.6%
5	648	4.7%
3	558	4.0%
Other values (5)	1994	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13906	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3043	21.9%
-	2454	17.6%
1	1163	8.4%
I	818	5.9%
M	818	5.9%
T	818	5.9%
P	818	5.9%
6	774	5.6%
5	648	4.7%
3	558	4.0%
Other values (5)	1994	14.3%

patient_id
Text

Distinct	532
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	7.362
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	425 ?
Unique (%)	52.0%

Sample

1st row	P-0000134
2nd row	P-0000134
3rd row	P-0000134
4th row	P-0000134
5th row	P-0000134

Value	Count	Frequency (%)
p-0001315	22	2.7%
p-0004937	18	2.2%
p-0007268	10	1.2%
p-0001157	8	1.0%
p-0000134	8	1.0%
p-0002594	8	1.0%
p-0006104	8	1.0%
p-0002276	8	1.0%
p-0007513	8	1.0%
p-0008084	8	1.0%
Other values (522)	712	87.0%

Most occurring characters

Value	Count	Frequency (%)
0	2225	30.2%
P	818	11.1%
-	818	11.1%
1	531	7.2%
4	436	5.9%
3	431	5.9%
2	408	5.5%
5	383	5.2%
6	382	5.2%
7	330	4.5%
Other values (2)	600	8.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7362	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2225	30.2%
P	818	11.1%
-	818	11.1%
1	531	7.2%
4	436	5.9%
3	431	5.9%
2	408	5.5%
5	383	5.2%
6	382	5.2%
7	330	4.5%
Other values (2)	600	8.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7362	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2225	30.2%
P	818	11.1%
-	818	11.1%
1	531	7.2%
4	436	5.9%
3	431	5.9%
2	408	5.5%
5	383	5.2%
6	382	5.2%
7	330	4.5%
Other values (2)	600	8.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7362	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2225	30.2%
P	818	11.1%
-	818	11.1%
1	531	7.2%
4	436	5.9%
3	431	5.9%
2	408	5.5%
5	383	5.2%
6	382	5.2%
7	330	4.5%
Other values (2)	600	8.1%

institute
Categorical

High correlation Imbalance Missing

Distinct	6
Distinct (%)	0.9%
Missing	167
Missing (%)	20.4%
Memory size	6.5 KiB

MSKCC	632
Other Institute	11
Mount Sinai St. Lukes	3
Ralph Lauren Center	2
MOUNT SINAI LABORATORY,DEPARTMENT OF PATHOLOGY,ONE GUSTAVE L. LEVY PLACE,NEW YORK, NY 10029	2

Length

Max length	91
Median length	5
Mean length	5.5729647
Min length	5

Characters and Unicode

Total characters	3.628
Distinct characters	44
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	MSKCC
2nd row	MSKCC
3rd row	MSKCC
4th row	MSKCC
5th row	MSKCC

Common Values

Value	Count	Frequency (%)
MSKCC	632	77.3%
Other Institute	11	1.3%
Mount Sinai St. Lukes	3	0.4%
Ralph Lauren Center	2	0.2%
MOUNT SINAI LABORATORY,DEPARTMENT OF PATHOLOGY,ONE GUSTAVE L. LEVY PLACE,NEW YORK, NY 10029	2	0.2%
Queens Cancer Center	1	0.1%
(Missing)	167	20.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
mskcc	632	90.4%
other	11	1.6%
institute	11	1.6%
mount	5	0.7%
sinai	5	0.7%
st	3	0.4%
lukes	3	0.4%
center	3	0.4%
ralph	2	0.3%
lauren	2	0.3%
Other values (12)	22	3.1%

Most occurring characters

Value	Count	Frequency (%)
C	1270	35.0%
S	642	17.7%
M	639	17.6%
K	634	17.5%
t	53	1.5%
	48	1.3%
e	36	1.0%
O	27	0.7%
n	24	0.7%
u	20	0.6%
Other values (34)	235	6.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3628	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1270	35.0%
S	642	17.7%
M	639	17.6%
K	634	17.5%
t	53	1.5%
	48	1.3%
e	36	1.0%
O	27	0.7%
n	24	0.7%
u	20	0.6%
Other values (34)	235	6.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3628	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1270	35.0%
S	642	17.7%
M	639	17.6%
K	634	17.5%
t	53	1.5%
	48	1.3%
e	36	1.0%
O	27	0.7%
n	24	0.7%
u	20	0.6%
Other values (34)	235	6.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3628	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1270	35.0%
S	642	17.7%
M	639	17.6%
K	634	17.5%
t	53	1.5%
	48	1.3%
e	36	1.0%
O	27	0.7%
n	24	0.7%
u	20	0.6%
Other values (34)	235	6.5%

religion
Categorical

High correlation Missing

Distinct	22
Distinct (%)	3.3%
Missing	148
Missing (%)	18.1%
Memory size	6.5 KiB

CATHOLIC/ROMAN	232
NONE	159
JEWISH	66
CHRISTIAN	51
UNKNOWN	35
Other values (17)	127

Length

Max length	19
Median length	18
Mean length	9.2597015
Min length	4

Characters and Unicode

Total characters	6.204
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	JEWISH
2nd row	JEWISH
3rd row	JEWISH
4th row	JEWISH
5th row	NONE

Common Values

Value	Count	Frequency (%)
CATHOLIC/ROMAN	232	28.4%
NONE	159	19.4%
JEWISH	66	8.1%
CHRISTIAN	51	6.2%
UNKNOWN	35	4.3%
BAPTIST	24	2.9%
PRESBYTERIAN	15	1.8%
MUSLIM	15	1.8%
PROTESTANT	12	1.5%
OTHER	8	1.0%
Other values (12)	53	6.5%
(Missing)	148	18.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
catholic/roman	232	33.5%
none	159	23.0%
jewish	66	9.5%
christian	56	8.1%
unknown	35	5.1%
baptist	24	3.5%
presbyterian	15	2.2%
muslim	15	2.2%
orthodox	13	1.9%
protestant	12	1.7%
Other values (15)	65	9.4%

Most occurring characters

Value	Count	Frequency (%)
N	773	12.5%
O	741	11.9%
A	608	9.8%
C	531	8.6%
I	507	8.2%
T	449	7.2%
H	408	6.6%
R	368	5.9%
E	326	5.3%
M	267	4.3%
Other values (15)	1226	19.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	773	12.5%
O	741	11.9%
A	608	9.8%
C	531	8.6%
I	507	8.2%
T	449	7.2%
H	408	6.6%
R	368	5.9%
E	326	5.3%
M	267	4.3%
Other values (15)	1226	19.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	773	12.5%
O	741	11.9%
A	608	9.8%
C	531	8.6%
I	507	8.2%
T	449	7.2%
H	408	6.6%
R	368	5.9%
E	326	5.3%
M	267	4.3%
Other values (15)	1226	19.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	773	12.5%
O	741	11.9%
A	608	9.8%
C	531	8.6%
I	507	8.2%
T	449	7.2%
H	408	6.6%
R	368	5.9%
E	326	5.3%
M	267	4.3%
Other values (15)	1226	19.8%

ped_ind
Boolean

High correlation Imbalance Missing

Distinct	2
Distinct (%)	0.3%
Missing	148
Missing (%)	18.1%
Memory size	1.7 KiB

False	664
True	6
(Missing)	148

Value	Count	Frequency (%)
False	664	81.2%
True	6	0.7%
(Missing)	148	18.1%

rfs_status
Categorical

High correlation Missing

Distinct	2
Distinct (%)	0.3%
Missing	196
Missing (%)	24.0%
Memory size	6.5 KiB

1:Recurrence	380
0:No recurrence	242

Length

Max length	15
Median length	12
Mean length	13.167203
Min length	12

Characters and Unicode

Total characters	8.190
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1:Recurrence
2nd row	1:Recurrence
3rd row	1:Recurrence
4th row	1:Recurrence
5th row	1:Recurrence

Common Values

Value	Count	Frequency (%)
1:Recurrence	380	46.5%
0:No recurrence	242	29.6%
(Missing)	196	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1:recurrence	380	44.0%
0:no	242	28.0%
recurrence	242	28.0%

Most occurring characters

Value	Count	Frequency (%)
e	1866	22.8%
r	1486	18.1%
c	1244	15.2%
:	622	7.6%
u	622	7.6%
n	622	7.6%
R	380	4.6%
1	380	4.6%
0	242	3.0%
N	242	3.0%
Other values (2)	484	5.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8190	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1866	22.8%
r	1486	18.1%
c	1244	15.2%
:	622	7.6%
u	622	7.6%
n	622	7.6%
R	380	4.6%
1	380	4.6%
0	242	3.0%
N	242	3.0%
Other values (2)	484	5.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8190	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1866	22.8%
r	1486	18.1%
c	1244	15.2%
:	622	7.6%
u	622	7.6%
n	622	7.6%
R	380	4.6%
1	380	4.6%
0	242	3.0%
N	242	3.0%
Other values (2)	484	5.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8190	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1866	22.8%
r	1486	18.1%
c	1244	15.2%
:	622	7.6%
u	622	7.6%
n	622	7.6%
R	380	4.6%
1	380	4.6%
0	242	3.0%
N	242	3.0%
Other values (2)	484	5.9%

rfs_months
Real number (ℝ)

High correlation Missing Zeros

Distinct	96
Distinct (%)	15.4%
Missing	196
Missing (%)	24.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.467846

Minimum	0
Maximum	217
Zeros	175
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13
Q3	35
95-th percentile	77
Maximum	217
Range	217
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	32.459931
Coefficient of variation (CV)	1.3831662
Kurtosis	11.119468
Mean	23.467846
Median Absolute Deviation (MAD)	13
Skewness	2.8104129
Sum	14597
Variance	1053.6471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	175	21.4%
5	21	2.6%
13	15	1.8%
19	15	1.8%
17	15	1.8%
1	14	1.7%
12	12	1.5%
11	12	1.5%
2	12	1.5%
9	11	1.3%
Other values (86)	320	39.1%
(Missing)	196	24.0%

Value	Count	Frequency (%)
0	175	21.4%
1	14	1.7%
2	12	1.5%
3	8	1.0%
4	7	0.9%
5	21	2.6%
6	7	0.9%
7	10	1.2%
8	10	1.2%
9	11	1.3%

Value	Count	Frequency (%)
217	4	0.5%
212	1	0.1%
165	2	0.2%
148	1	0.1%
146	1	0.1%
144	1	0.1%
136	1	0.1%
135	1	0.1%
127	1	0.1%
125	1	0.1%

age_at_diagnosis
Real number (ℝ)

High correlation Missing

Distinct	71
Distinct (%)	11.4%
Missing	196
Missing (%)	24.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.347267

Minimum	7
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	7
5-th percentile	29
Q1	45
median	55
Q3	66
95-th percentile	77
Maximum	90
Range	83
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	14.870184
Coefficient of variation (CV)	0.2736142
Kurtosis	-0.26238963
Mean	54.347267
Median Absolute Deviation (MAD)	10
Skewness	-0.32998286
Sum	33804
Variance	221.12237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	23	2.8%
56	22	2.7%
54	21	2.6%
49	21	2.6%
60	19	2.3%
59	19	2.3%
55	18	2.2%
66	17	2.1%
46	17	2.1%
53	16	2.0%
Other values (61)	429	52.4%
(Missing)	196	24.0%

Value	Count	Frequency (%)
7	1	0.1%
11	1	0.1%
12	1	0.1%
17	1	0.1%
18	1	0.1%
19	5	0.6%
20	1	0.1%
21	1	0.1%
22	4	0.5%
23	1	0.1%

Value	Count	Frequency (%)
90	1	0.1%
85	3	0.4%
84	2	0.2%
83	3	0.4%
82	1	0.1%
80	5	0.6%
79	4	0.5%
78	7	0.9%
77	8	1.0%
76	8	1.0%

stage_at_diagnosis
Categorical

High correlation Missing

Distinct	2
Distinct (%)	0.3%
Missing	196
Missing (%)	24.0%
Memory size	6.5 KiB

Localized	388
Metastatic	234

Length

Max length	10
Median length	9
Mean length	9.3762058
Min length	9

Characters and Unicode

Total characters	5.832
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Metastatic
2nd row	Metastatic
3rd row	Metastatic
4th row	Metastatic
5th row	Localized

Common Values

Value	Count	Frequency (%)
Localized	388	47.4%
Metastatic	234	28.6%
(Missing)	196	24.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
localized	388	62.4%
metastatic	234	37.6%

Most occurring characters

Value	Count	Frequency (%)
a	856	14.7%
t	702	12.0%
i	622	10.7%
c	622	10.7%
e	622	10.7%
o	388	6.7%
L	388	6.7%
l	388	6.7%
z	388	6.7%
d	388	6.7%
Other values (2)	468	8.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5832	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	856	14.7%
t	702	12.0%
i	622	10.7%
c	622	10.7%
e	622	10.7%
o	388	6.7%
L	388	6.7%
l	388	6.7%
z	388	6.7%
d	388	6.7%
Other values (2)	468	8.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5832	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	856	14.7%
t	702	12.0%
i	622	10.7%
c	622	10.7%
e	622	10.7%
o	388	6.7%
L	388	6.7%
l	388	6.7%
z	388	6.7%
d	388	6.7%
Other values (2)	468	8.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5832	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	856	14.7%
t	702	12.0%
i	622	10.7%
c	622	10.7%
e	622	10.7%
o	388	6.7%
L	388	6.7%
l	388	6.7%
z	388	6.7%
d	388	6.7%
Other values (2)	468	8.0%

first_treatment_tumor_size_cm
Real number (ℝ)

High correlation Missing

Distinct	145
Distinct (%)	23.3%
Missing	196
Missing (%)	24.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5782958

Minimum	0.7
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0.7
5-th percentile	2.4
Q1	5.1
median	8.5
Q3	13
95-th percentile	20
Maximum	42
Range	41.3
Interquartile range (IQR)	7.9

Descriptive statistics

Standard deviation	5.8824498
Coefficient of variation (CV)	0.61414368
Kurtosis	2.3499443
Mean	9.5782958
Median Absolute Deviation (MAD)	3.55
Skewness	1.1967326
Sum	5957.7
Variance	34.603216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15	28	3.4%
8	27	3.3%
11	26	3.2%
10	20	2.4%
12	19	2.3%
6.5	18	2.2%
7	16	2.0%
14	15	1.8%
6	12	1.5%
2.8	12	1.5%
Other values (135)	429	52.4%
(Missing)	196	24.0%

Value	Count	Frequency (%)
0.7	1	0.1%
1	1	0.1%
1.2	1	0.1%
1.4	1	0.1%
1.5	2	0.2%
1.7	3	0.4%
1.8	3	0.4%
1.9	2	0.2%
2	6	0.7%
2.1	2	0.2%

Value	Count	Frequency (%)
42	1	0.1%
36.5	1	0.1%
34	1	0.1%
29.5	1	0.1%
27.7	1	0.1%
26	1	0.1%
25	8	1.0%
24	10	1.2%
21	5	0.6%
20.4	1	0.1%

first_treatment_miotic_rate_50hpf
Real number (ℝ)

High correlation Missing Zeros

Distinct	63
Distinct (%)	10.7%
Missing	229
Missing (%)	28.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.685908

Minimum	0
Maximum	175
Zeros	45
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	8
Q3	25
95-th percentile	54.2
Maximum	175
Range	175
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	23.410813
Coefficient of variation (CV)	1.3236986
Kurtosis	7.9000668
Mean	17.685908
Median Absolute Deviation (MAD)	7
Skewness	2.4208412
Sum	10417
Variance	548.06614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	61	7.5%
1	55	6.7%
0	45	5.5%
5	38	4.6%
10	29	3.5%
4	27	3.3%
50	27	3.3%
20	24	2.9%
3	23	2.8%
7	23	2.8%
Other values (53)	237	29.0%
(Missing)	229	28.0%

Value	Count	Frequency (%)
0	45	5.5%
1	55	6.7%
2	61	7.5%
3	23	2.8%
4	27	3.3%
5	38	4.6%
6	22	2.7%
7	23	2.8%
8	15	1.8%
9	5	0.6%

Value	Count	Frequency (%)
175	1	0.1%
145	1	0.1%
130	1	0.1%
125	1	0.1%
112	1	0.1%
104	1	0.1%
102	1	0.1%
100	4	0.5%
95	1	0.1%
90	7	0.9%

pre_therapy_group
Categorical

High correlation Missing

Distinct	2
Distinct (%)	1.1%
Missing	637
Missing (%)	77.9%
Memory size	6.5 KiB

Neoadjuvant	123
Palliative	58

Length

Max length	11
Median length	11
Mean length	10.679558
Min length	10

Characters and Unicode

Total characters	1.933
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Neoadjuvant
2nd row	Neoadjuvant
3rd row	Neoadjuvant
4th row	Neoadjuvant
5th row	Palliative

Common Values

Value	Count	Frequency (%)
Neoadjuvant	123	15.0%
Palliative	58	7.1%
(Missing)	637	77.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
neoadjuvant	123	68.0%
palliative	58	32.0%

Most occurring characters

Value	Count	Frequency (%)
a	362	18.7%
e	181	9.4%
v	181	9.4%
t	181	9.4%
N	123	6.4%
d	123	6.4%
o	123	6.4%
u	123	6.4%
j	123	6.4%
n	123	6.4%
Other values (3)	290	15.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1933	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	362	18.7%
e	181	9.4%
v	181	9.4%
t	181	9.4%
N	123	6.4%
d	123	6.4%
o	123	6.4%
u	123	6.4%
j	123	6.4%
n	123	6.4%
Other values (3)	290	15.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1933	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	362	18.7%
e	181	9.4%
v	181	9.4%
t	181	9.4%
N	123	6.4%
d	123	6.4%
o	123	6.4%
u	123	6.4%
j	123	6.4%
n	123	6.4%
Other values (3)	290	15.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1933	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	362	18.7%
e	181	9.4%
v	181	9.4%
t	181	9.4%
N	123	6.4%
d	123	6.4%
o	123	6.4%
u	123	6.4%
j	123	6.4%
n	123	6.4%
Other values (3)	290	15.0%

os_adjuvanttherapy
Boolean

High correlation Missing

Distinct	2
Distinct (%)	0.3%
Missing	196
Missing (%)	24.0%
Memory size	1.7 KiB

True	427
False	195
(Missing)	196

Value	Count	Frequency (%)
True	427	52.2%
False	195	23.8%
(Missing)	196	24.0%

risk_group
Categorical

High correlation Missing

Distinct	4
Distinct (%)	1.7%
Missing	576
Missing (%)	70.4%
Memory size	6.5 KiB

Moderate	149
High	62
Low	30
Unknown	1

Length

Max length	8
Median length	8
Mean length	6.3512397
Min length	3

Characters and Unicode

Total characters	1.537
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.4%

Sample

1st row	Moderate
2nd row	High
3rd row	High
4th row	High
5th row	High

Common Values

Value	Count	Frequency (%)
Moderate	149	18.2%
High	62	7.6%
Low	30	3.7%
Unknown	1	0.1%
(Missing)	576	70.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
moderate	149	61.6%
high	62	25.6%
low	30	12.4%
unknown	1	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	298	19.4%
o	180	11.7%
M	149	9.7%
d	149	9.7%
r	149	9.7%
a	149	9.7%
t	149	9.7%
H	62	4.0%
i	62	4.0%
g	62	4.0%
Other values (6)	128	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1537	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	298	19.4%
o	180	11.7%
M	149	9.7%
d	149	9.7%
r	149	9.7%
a	149	9.7%
t	149	9.7%
H	62	4.0%
i	62	4.0%
g	62	4.0%
Other values (6)	128	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1537	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	298	19.4%
o	180	11.7%
M	149	9.7%
d	149	9.7%
r	149	9.7%
a	149	9.7%
t	149	9.7%
H	62	4.0%
i	62	4.0%
g	62	4.0%
Other values (6)	128	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1537	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	298	19.4%
o	180	11.7%
M	149	9.7%
d	149	9.7%
r	149	9.7%
a	149	9.7%
t	149	9.7%
H	62	4.0%
i	62	4.0%
g	62	4.0%
Other values (6)	128	8.3%

START_DATE
Real number (ℝ)

High correlation Missing

Distinct	236
Distinct (%)	68.4%
Missing	473
Missing (%)	57.8%
Infinite	0
Infinite (%)	0.0%
Mean	1770.7739

Minimum	-967
Maximum	40407
Zeros	8
Zeros (%)	1.0%
Negative	29
Negative (%)	3.5%
Memory size	6.5 KiB

Quantile statistics

Minimum	-967
5-th percentile	-7.8
Q1	43
median	944
Q3	2108
95-th percentile	3875
Maximum	40407
Range	41374
Interquartile range (IQR)	2065

Descriptive statistics

Standard deviation	4800.8652
Coefficient of variation (CV)	2.7111678
Kurtosis	56.480069
Mean	1770.7739
Median Absolute Deviation (MAD)	922
Skewness	7.3743932
Sum	610917
Variance	23048306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	1.0%
19	5	0.6%
-11	5	0.6%
2160	4	0.5%
-1	4	0.5%
2615	4	0.5%
1976	4	0.5%
1999	4	0.5%
14	4	0.5%
345	4	0.5%
Other values (226)	299	36.6%
(Missing)	473	57.8%

Value	Count	Frequency (%)
-967	1	0.1%
-213	1	0.1%
-46	1	0.1%
-39	3	0.4%
-29	1	0.1%
-18	1	0.1%
-16	1	0.1%
-12	1	0.1%
-11	5	0.6%
-9	2	0.2%

Value	Count	Frequency (%)
40407	1	0.1%
40284	1	0.1%
40223	1	0.1%
39615	1	0.1%
39462	1	0.1%
5199	1	0.1%
5049	2	0.2%
5016	1	0.1%
4866	2	0.2%
4590	1	0.1%

STOP_DATE
Real number (ℝ)

High correlation Missing

Distinct	254
Distinct (%)	73.8%
Missing	474
Missing (%)	57.9%
Infinite	0
Infinite (%)	0.0%
Mean	2277.657

Minimum	4
Maximum	40688
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	4
5-th percentile	186.5
Q1	702
median	1485.5
Q3	2560.5
95-th percentile	4688.85
Maximum	40688
Range	40684
Interquartile range (IQR)	1858.5

Descriptive statistics

Standard deviation	4770.4845
Coefficient of variation (CV)	2.0944701
Kurtosis	55.814254
Mean	2277.657
Median Absolute Deviation (MAD)	883
Skewness	7.3156485
Sum	783514
Variance	22757523
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
607	5	0.6%
214	5	0.6%
2615	4	0.5%
1186	4	0.5%
2676	4	0.5%
2037	4	0.5%
1968	4	0.5%
388	4	0.5%
1177	3	0.4%
2464	3	0.4%
Other values (244)	304	37.2%
(Missing)	474	57.9%

Value	Count	Frequency (%)
4	1	0.1%
7	1	0.1%
56	1	0.1%
61	1	0.1%
80	2	0.2%
83	1	0.1%
92	2	0.2%
118	2	0.2%
136	1	0.1%
139	1	0.1%

Value	Count	Frequency (%)
40688	1	0.1%
40345	1	0.1%
40284	1	0.1%
39705	1	0.1%
39615	1	0.1%
5453	2	0.2%
5200	1	0.1%
5169	1	0.1%
5021	1	0.1%
5019	2	0.2%

EVENT_TYPE
Categorical

High correlation Imbalance Missing

Distinct	2
Distinct (%)	0.6%
Missing	473
Missing (%)	57.8%
Memory size	6.5 KiB

TREATMENT	344
SURGERY	1

Length

Max length	9
Median length	9
Mean length	8.9942029
Min length	7

Characters and Unicode

Total characters	3.103
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	TREATMENT
2nd row	TREATMENT
3rd row	TREATMENT
4th row	TREATMENT
5th row	TREATMENT

Common Values

Value	Count	Frequency (%)
TREATMENT	344	42.1%
SURGERY	1	0.1%
(Missing)	473	57.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
treatment	344	99.7%
surgery	1	0.3%

Most occurring characters

Value	Count	Frequency (%)
T	1032	33.3%
E	689	22.2%
R	346	11.2%
A	344	11.1%
M	344	11.1%
N	344	11.1%
S	1	< 0.1%
U	1	< 0.1%
G	1	< 0.1%
Y	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3103	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	1032	33.3%
E	689	22.2%
R	346	11.2%
A	344	11.1%
M	344	11.1%
N	344	11.1%
S	1	< 0.1%
U	1	< 0.1%
G	1	< 0.1%
Y	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3103	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	1032	33.3%
E	689	22.2%
R	346	11.2%
A	344	11.1%
M	344	11.1%
N	344	11.1%
S	1	< 0.1%
U	1	< 0.1%
G	1	< 0.1%
Y	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3103	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	1032	33.3%
E	689	22.2%
R	346	11.2%
A	344	11.1%
M	344	11.1%
N	344	11.1%
S	1	< 0.1%
U	1	< 0.1%
G	1	< 0.1%
Y	1	< 0.1%

SUBTYPE
Categorical

High correlation Missing

Distinct	10
Distinct (%)	2.9%
Missing	474
Missing (%)	57.9%
Memory size	6.5 KiB

LINE 1 PRE IMPACT	106
LINE 1 POST IMPACT	83
LINE 2 PRE IMPACT	52
LINE 3 PRE IMPACT	32
LINE 2 POST IMPACT	25
Other values (5)	46

Length

Max length	18
Median length	17
Mean length	17.354651
Min length	17

Characters and Unicode

Total characters	5.970
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	LINE 1 PRE IMPACT
2nd row	LINE 2 POST IMPACT
3rd row	LINE 3 POST IMPACT
4th row	LINE 1 POST IMPACT
5th row	LINE 1 PRE IMPACT

Common Values

Value	Count	Frequency (%)
LINE 1 PRE IMPACT	106	13.0%
LINE 1 POST IMPACT	83	10.1%
LINE 2 PRE IMPACT	52	6.4%
LINE 3 PRE IMPACT	32	3.9%
LINE 2 POST IMPACT	25	3.1%
LINE 4 PRE IMPACT	20	2.4%
LINE 3 POST IMPACT	14	1.7%
LINE 5 PRE IMPACT	6	0.7%
LINE 6 PRE IMPACT	3	0.4%
LINE 7 PRE IMPACT	3	0.4%
(Missing)	474	57.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
line	344	25.0%
impact	344	25.0%
pre	222	16.1%
1	189	13.7%
post	122	8.9%
2	77	5.6%
3	46	3.3%
4	20	1.5%
5	6	0.4%
6	3	0.2%

Most occurring characters

Value	Count	Frequency (%)
	1032	17.3%
I	688	11.5%
P	688	11.5%
E	566	9.5%
T	466	7.8%
L	344	5.8%
N	344	5.8%
M	344	5.8%
A	344	5.8%
C	344	5.8%
Other values (10)	810	13.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5970	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1032	17.3%
I	688	11.5%
P	688	11.5%
E	566	9.5%
T	466	7.8%
L	344	5.8%
N	344	5.8%
M	344	5.8%
A	344	5.8%
C	344	5.8%
Other values (10)	810	13.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5970	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1032	17.3%
I	688	11.5%
P	688	11.5%
E	566	9.5%
T	466	7.8%
L	344	5.8%
N	344	5.8%
M	344	5.8%
A	344	5.8%
C	344	5.8%
Other values (10)	810	13.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5970	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1032	17.3%
I	688	11.5%
P	688	11.5%
E	566	9.5%
T	466	7.8%
L	344	5.8%
N	344	5.8%
M	344	5.8%
A	344	5.8%
C	344	5.8%
Other values (10)	810	13.6%

AGENT
Categorical

High correlation Missing

Distinct	25
Distinct (%)	7.4%
Missing	478
Missing (%)	58.4%
Memory size	6.5 KiB

IMATINIB	132
SUNITINIB	50
CLINICAL TRIAL	37
REGORAFENIB	34
SORAFENIB	16
Other values (20)	71

Length

Max length	43
Median length	33
Mean length	9.9058824
Min length	2

Characters and Unicode

Total characters	3.368
Distinct characters	44
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	2.6%

Sample

1st row	IMATINIB
2nd row	REGORAFENIB
3rd row	CLINICAL TRIAL
4th row	SUNITINIB AND EVEROLIMUS
5th row	IMATINIB

Common Values

Value	Count	Frequency (%)
IMATINIB	132	16.1%
SUNITINIB	50	6.1%
CLINICAL TRIAL	37	4.5%
REGORAFENIB	34	4.2%
SORAFENIB	16	2.0%
CT	14	1.7%
PAZOPANIB	13	1.6%
SUNITINIB AND EVEROLIMUS	9	1.1%
NILOTINIB	7	0.9%
braf& mekI	4	0.5%
Other values (15)	24	2.9%
(Missing)	478	58.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
imatinib	132	31.1%
sunitinib	59	13.9%
clinical	40	9.4%
trial	38	9.0%
regorafenib	34	8.0%
sorafenib	16	3.8%
ct	14	3.3%
pazopanib	14	3.3%
everolimus	10	2.4%
and	9	2.1%
Other values (23)	58	13.7%

Most occurring characters

Value	Count	Frequency (%)
I	834	24.8%
N	398	11.8%
A	311	9.2%
B	275	8.2%
T	265	7.9%
M	158	4.7%
R	150	4.5%
L	145	4.3%
E	125	3.7%
S	103	3.1%
Other values (34)	604	17.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3368	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	834	24.8%
N	398	11.8%
A	311	9.2%
B	275	8.2%
T	265	7.9%
M	158	4.7%
R	150	4.5%
L	145	4.3%
E	125	3.7%
S	103	3.1%
Other values (34)	604	17.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3368	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	834	24.8%
N	398	11.8%
A	311	9.2%
B	275	8.2%
T	265	7.9%
M	158	4.7%
R	150	4.5%
L	145	4.3%
E	125	3.7%
S	103	3.1%
Other values (34)	604	17.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3368	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	834	24.8%
N	398	11.8%
A	311	9.2%
B	275	8.2%
T	265	7.9%
M	158	4.7%
R	150	4.5%
L	145	4.3%
E	125	3.7%
S	103	3.1%
Other values (34)	604	17.9%

TREATMENT_BEST_RESPONSE
Categorical

High correlation Missing

Distinct	7
Distinct (%)	2.4%
Missing	524
Missing (%)	64.1%
Memory size	6.5 KiB

NO	112
YES	75
YES(pr/sd X >/=6 MONTHS)	64
UNKNOWN	22
ADJ	13
Other values (2)	8

Length

Max length	24
Median length	7
Mean length	7.5782313
Min length	1

Characters and Unicode

Total characters	2.228
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.3%

Sample

1st row	YES(pr/sd X >/=6 MONTHS)
2nd row	NO
3rd row	NO
4th row	NO
5th row	YES(pr/sd X >/=6 MONTHS)

Common Values

Value	Count	Frequency (%)
NO	112	13.7%
YES	75	9.2%
YES(pr/sd X >/=6 MONTHS)	64	7.8%
UNKNOWN	22	2.7%
ADJ	13	1.6%
PENDING	7	0.9%
?	1	0.1%
(Missing)	524	64.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	112	23.0%
yes	75	15.4%
yes(pr/sd	64	13.2%
x	64	13.2%
6	64	13.2%
months	64	13.2%
unknown	22	4.5%
adj	13	2.7%
pending	7	1.4%
	1	0.2%

Most occurring characters

Value	Count	Frequency (%)
N	256	11.5%
S	203	9.1%
O	198	8.9%
	192	8.6%
E	146	6.6%
Y	139	6.2%
/	128	5.7%
(	64	2.9%
r	64	2.9%
p	64	2.9%
Other values (20)	774	34.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2228	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	256	11.5%
S	203	9.1%
O	198	8.9%
	192	8.6%
E	146	6.6%
Y	139	6.2%
/	128	5.7%
(	64	2.9%
r	64	2.9%
p	64	2.9%
Other values (20)	774	34.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2228	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	256	11.5%
S	203	9.1%
O	198	8.9%
	192	8.6%
E	146	6.6%
Y	139	6.2%
/	128	5.7%
(	64	2.9%
r	64	2.9%
p	64	2.9%
Other values (20)	774	34.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2228	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	256	11.5%
S	203	9.1%
O	198	8.9%
	192	8.6%
E	146	6.6%
Y	139	6.2%
/	128	5.7%
(	64	2.9%
r	64	2.9%
p	64	2.9%
Other values (20)	774	34.7%

NOTE
Categorical

High correlation Imbalance Missing

Distinct	4
Distinct (%)	4.0%
Missing	718
Missing (%)	87.8%
Memory size	6.5 KiB

ONGOING	88
0NGOING	5
NO END DATE	5
UNKNOWN	2

Length

Max length	11
Median length	7
Mean length	7.2
Min length	7

Characters and Unicode

Total characters	720
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ONGOING
2nd row	ONGOING
3rd row	ONGOING
4th row	0NGOING
5th row	0NGOING

Common Values

Value	Count	Frequency (%)
ONGOING	88	10.8%
0NGOING	5	0.6%
NO END DATE	5	0.6%
UNKNOWN	2	0.2%
(Missing)	718	87.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ongoing	88	80.0%
0ngoing	5	4.5%
no	5	4.5%
end	5	4.5%
date	5	4.5%
unknown	2	1.8%

Most occurring characters

Value	Count	Frequency (%)
N	202	28.1%
O	188	26.1%
G	186	25.8%
I	93	12.9%
	10	1.4%
D	10	1.4%
E	10	1.4%
0	5	0.7%
A	5	0.7%
T	5	0.7%
Other values (3)	6	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	720	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	202	28.1%
O	188	26.1%
G	186	25.8%
I	93	12.9%
	10	1.4%
D	10	1.4%
E	10	1.4%
0	5	0.7%
A	5	0.7%
T	5	0.7%
Other values (3)	6	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	720	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	202	28.1%
O	188	26.1%
G	186	25.8%
I	93	12.9%
	10	1.4%
D	10	1.4%
E	10	1.4%
0	5	0.7%
A	5	0.7%
T	5	0.7%
Other values (3)	6	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	720	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	202	28.1%
O	188	26.1%
G	186	25.8%
I	93	12.9%
	10	1.4%
D	10	1.4%
E	10	1.4%
0	5	0.7%
A	5	0.7%
T	5	0.7%
Other values (3)	6	0.8%

TREATMENT_DETAILS
Categorical

Constant Missing

Distinct	1
Distinct (%)	0.3%
Missing	474
Missing (%)	57.9%
Memory size	6.5 KiB

Medical Therapy	344

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	5.160
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Medical Therapy
2nd row	Medical Therapy
3rd row	Medical Therapy
4th row	Medical Therapy
5th row	Medical Therapy

Common Values

Value	Count	Frequency (%)
Medical Therapy	344	42.1%
(Missing)	474	57.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
medical	344	50.0%
therapy	344	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	688	13.3%
a	688	13.3%
M	344	6.7%
i	344	6.7%
d	344	6.7%
c	344	6.7%
l	344	6.7%
	344	6.7%
T	344	6.7%
h	344	6.7%
Other values (3)	1032	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5160	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	688	13.3%
a	688	13.3%
M	344	6.7%
i	344	6.7%
d	344	6.7%
c	344	6.7%
l	344	6.7%
	344	6.7%
T	344	6.7%
h	344	6.7%
Other values (3)	1032	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5160	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	688	13.3%
a	688	13.3%
M	344	6.7%
i	344	6.7%
d	344	6.7%
c	344	6.7%
l	344	6.7%
	344	6.7%
T	344	6.7%
h	344	6.7%
Other values (3)	1032	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5160	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	688	13.3%
a	688	13.3%
M	344	6.7%
i	344	6.7%
d	344	6.7%
c	344	6.7%
l	344	6.7%
	344	6.7%
T	344	6.7%
h	344	6.7%
Other values (3)	1032	20.0%

SV_Status
Categorical

Constant Missing

Distinct	1
Distinct (%)	2.3%
Missing	775
Missing (%)	94.7%
Memory size	6.5 KiB

SOMATIC	43

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	301
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SOMATIC
2nd row	SOMATIC
3rd row	SOMATIC
4th row	SOMATIC
5th row	SOMATIC

Common Values

Value	Count	Frequency (%)
SOMATIC	43	5.3%
(Missing)	775	94.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
somatic	43	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	43	14.3%
O	43	14.3%
M	43	14.3%
A	43	14.3%
T	43	14.3%
I	43	14.3%
C	43	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	301	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	43	14.3%
O	43	14.3%
M	43	14.3%
A	43	14.3%
T	43	14.3%
I	43	14.3%
C	43	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	301	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	43	14.3%
O	43	14.3%
M	43	14.3%
A	43	14.3%
T	43	14.3%
I	43	14.3%
C	43	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	301	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	43	14.3%
O	43	14.3%
M	43	14.3%
A	43	14.3%
T	43	14.3%
I	43	14.3%
C	43	14.3%

Site1_Hugo_Symbol
Text

Missing

Distinct	27
Distinct (%)	62.8%
Missing	775
Missing (%)	94.7%
Memory size	6.5 KiB

Length

Max length	6
Median length	5
Mean length	4.6511628
Min length	3

Characters and Unicode

Total characters	200
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	48.8%

Sample

1st row	KMT2D
2nd row	ERBB3
3rd row	RTEL1
4th row	SRC
5th row	ATM

Value	Count	Frequency (%)
rtel1	7	16.3%
atm	6	14.0%
cdkn2a	3	7.0%
vtcn1	2	4.7%
kmt2d	2	4.7%
agap3	2	4.7%
erbb3	1	2.3%
cdkn2b	1	2.3%
abhd3	1	2.3%
rbm10	1	2.3%
Other values (17)	17	39.5%

Most occurring characters

Value	Count	Frequency (%)
T	24	12.0%
A	19	9.5%
N	13	6.5%
E	12	6.0%
2	12	6.0%
1	12	6.0%
M	12	6.0%
R	11	5.5%
C	11	5.5%
K	9	4.5%
Other values (18)	65	32.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	200	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	24	12.0%
A	19	9.5%
N	13	6.5%
E	12	6.0%
2	12	6.0%
1	12	6.0%
M	12	6.0%
R	11	5.5%
C	11	5.5%
K	9	4.5%
Other values (18)	65	32.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	200	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	24	12.0%
A	19	9.5%
N	13	6.5%
E	12	6.0%
2	12	6.0%
1	12	6.0%
M	12	6.0%
R	11	5.5%
C	11	5.5%
K	9	4.5%
Other values (18)	65	32.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	200	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	24	12.0%
A	19	9.5%
N	13	6.5%
E	12	6.0%
2	12	6.0%
1	12	6.0%
M	12	6.0%
R	11	5.5%
C	11	5.5%
K	9	4.5%
Other values (18)	65	32.5%

Site2_Hugo_Symbol
Text

Missing

Distinct	29
Distinct (%)	67.4%
Missing	775
Missing (%)	94.7%
Memory size	6.5 KiB

Length

Max length	12
Median length	8
Mean length	6.4651163
Min length	3

Characters and Unicode

Total characters	278
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	55.8%

Sample

1st row	NLRP6
2nd row	XRCC6BP1
3rd row	SNRPD2P2
4th row	NUP93
5th row	C11orf65

Value	Count	Frequency (%)
c11orf65	6	14.0%
havcr1p1	6	14.0%
cdkn2a	3	7.0%
loc101929504	2	4.7%
braf	2	4.7%
nup93	1	2.3%
snrpd2p2	1	2.3%
xrcc6bp1	1	2.3%
clcn5	1	2.3%
fanca	1	2.3%
Other values (19)	19	44.2%

Most occurring characters

Value	Count	Frequency (%)
1	33	11.9%
C	30	10.8%
A	20	7.2%
R	18	6.5%
P	18	6.5%
2	14	5.0%
N	11	4.0%
D	10	3.6%
5	9	3.2%
B	9	3.2%
Other values (26)	106	38.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	278	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	33	11.9%
C	30	10.8%
A	20	7.2%
R	18	6.5%
P	18	6.5%
2	14	5.0%
N	11	4.0%
D	10	3.6%
5	9	3.2%
B	9	3.2%
Other values (26)	106	38.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	278	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	33	11.9%
C	30	10.8%
A	20	7.2%
R	18	6.5%
P	18	6.5%
2	14	5.0%
N	11	4.0%
D	10	3.6%
5	9	3.2%
B	9	3.2%
Other values (26)	106	38.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	278	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	33	11.9%
C	30	10.8%
A	20	7.2%
R	18	6.5%
P	18	6.5%
2	14	5.0%
N	11	4.0%
D	10	3.6%
5	9	3.2%
B	9	3.2%
Other values (26)	106	38.1%

Site1_Chromosome
Categorical

High correlation Missing

Distinct	16
Distinct (%)	38.1%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

20	8
11	7
9	5
12	4
6	3
Other values (11)	15

Length

Max length	2
Median length	2
Mean length	1.6666667
Min length	1

Characters and Unicode

Total characters	70
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	16.7%

Sample

1st row	12
2nd row	12
3rd row	20
4th row	20
5th row	11

Common Values

Value	Count	Frequency (%)
20	8	1.0%
11	7	0.9%
9	5	0.6%
12	4	0.5%
6	3	0.4%
18	2	0.2%
17	2	0.2%
14	2	0.2%
1	2	0.2%
X	1	0.1%
Other values (6)	6	0.7%
(Missing)	776	94.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20	8	19.0%
11	7	16.7%
9	5	11.9%
12	4	9.5%
6	3	7.1%
18	2	4.8%
17	2	4.8%
14	2	4.8%
1	2	4.8%
x	1	2.4%
Other values (6)	6	14.3%

Most occurring characters

Value	Count	Frequency (%)
1	29	41.4%
2	13	18.6%
0	9	12.9%
9	6	8.6%
6	3	4.3%
7	3	4.3%
4	3	4.3%
8	2	2.9%
X	1	1.4%
5	1	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	70	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	29	41.4%
2	13	18.6%
0	9	12.9%
9	6	8.6%
6	3	4.3%
7	3	4.3%
4	3	4.3%
8	2	2.9%
X	1	1.4%
5	1	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	70	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	29	41.4%
2	13	18.6%
0	9	12.9%
9	6	8.6%
6	3	4.3%
7	3	4.3%
4	3	4.3%
8	2	2.9%
X	1	1.4%
5	1	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	70	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	29	41.4%
2	13	18.6%
0	9	12.9%
9	6	8.6%
6	3	4.3%
7	3	4.3%
4	3	4.3%
8	2	2.9%
X	1	1.4%
5	1	1.4%

Site2_Chromosome
Categorical

High correlation Missing

Distinct	16
Distinct (%)	38.1%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

11	8
1	7
19	7
9	5
16	2
Other values (11)	13

Length

Max length	2
Median length	2
Mean length	1.5952381
Min length	1

Characters and Unicode

Total characters	67
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	21.4%

Sample

1st row	11
2nd row	12
3rd row	1
4th row	16
5th row	11

Common Values

Value	Count	Frequency (%)
11	8	1.0%
1	7	0.9%
19	7	0.9%
9	5	0.6%
16	2	0.2%
12	2	0.2%
17	2	0.2%
X	1	0.1%
14	1	0.1%
18	1	0.1%
Other values (6)	6	0.7%
(Missing)	776	94.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
11	8	19.0%
1	7	16.7%
19	7	16.7%
9	5	11.9%
16	2	4.8%
12	2	4.8%
17	2	4.8%
x	1	2.4%
14	1	2.4%
18	1	2.4%
Other values (6)	6	14.3%

Most occurring characters

Value	Count	Frequency (%)
1	40	59.7%
9	12	17.9%
6	3	4.5%
2	3	4.5%
7	3	4.5%
4	2	3.0%
X	1	1.5%
8	1	1.5%
5	1	1.5%
0	1	1.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	67	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	40	59.7%
9	12	17.9%
6	3	4.5%
2	3	4.5%
7	3	4.5%
4	2	3.0%
X	1	1.5%
8	1	1.5%
5	1	1.5%
0	1	1.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	67	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	40	59.7%
9	12	17.9%
6	3	4.5%
2	3	4.5%
7	3	4.5%
4	2	3.0%
X	1	1.5%
8	1	1.5%
5	1	1.5%
0	1	1.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	67	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	40	59.7%
9	12	17.9%
6	3	4.5%
2	3	4.5%
7	3	4.5%
4	2	3.0%
X	1	1.5%
8	1	1.5%
5	1	1.5%
0	1	1.5%

Site1_Position
Real number (ℝ)

High correlation Missing

Distinct	31
Distinct (%)	73.8%
Missing	776
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%
Mean	66785632

Minimum	3781481
Maximum	1.7510272 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	3781481
5-th percentile	17230085
Q1	36069837
median	61465466
Q3	1.0596775 × 10⁸
95-th percentile	1.6811026 × 10⁸
Maximum	1.7510272 × 10⁸
Range	1.7132124 × 10⁸
Interquartile range (IQR)	69897914

Descriptive statistics

Standard deviation	44525268
Coefficient of variation (CV)	0.66668933
Kurtosis	0.21508139
Mean	66785632
Median Absolute Deviation (MAD)	35003134
Skewness	0.8927271
Sum	2.8049966 × 10⁹
Variance	1.9824995 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
108235970	6	0.7%
62303901	6	0.7%
169564182	2	0.2%
62309382	1	0.1%
56487515	1	0.1%
36024780	1	0.1%
49420445	1	0.1%
47040950	1	0.1%
21971218	1	0.1%
19233543	1	0.1%
Other values (21)	21	2.6%
(Missing)	776	94.9%

Value	Count	Frequency (%)
3781481	1	0.1%
5054658	1	0.1%
17124640	1	0.1%
19233543	1	0.1%
21966720	1	0.1%
21971205	1	0.1%
21971218	1	0.1%
21972058	1	0.1%
26116722	1	0.1%
26807942	1	0.1%

Value	Count	Frequency (%)
175102716	1	0.1%
169564182	2	0.2%
140485658	1	0.1%
112341335	1	0.1%
108235970	6	0.7%
99163093	1	0.1%
89652426	1	0.1%
65540092	1	0.1%
62309382	1	0.1%
62303901	6	0.7%

Site2_Position
Real number (ℝ)

High correlation Missing

Distinct	31
Distinct (%)	73.8%
Missing	776
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%
Mean	71525713

Minimum	280348
Maximum	2.3158164 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	280348
5-th percentile	12168375
Q1	24531369
median	57093050
Q3	1.0825219 × 10⁸
95-th percentile	1.7490893 × 10⁸
Maximum	2.3158164 × 10⁸
Range	2.3130129 × 10⁸
Interquartile range (IQR)	83720822

Descriptive statistics

Standard deviation	54481357
Coefficient of variation (CV)	0.76170309
Kurtosis	0.46449525
Mean	71525713
Median Absolute Deviation (MAD)	35102670
Skewness	0.90786278
Sum	3.0040799 × 10⁹
Variance	2.9682182 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
108252191	6	0.7%
24531369	6	0.7%
117753437	2	0.2%
231581635	1	0.1%
58440275	1	0.1%
56779027	1	0.1%
280348	1	0.1%
49862864	1	0.1%
22006197	1	0.1%
89839561	1	0.1%
Other values (21)	21	2.6%
(Missing)	776	94.9%

Value	Count	Frequency (%)
280348	1	0.1%
5484812	1	0.1%
11905315	1	0.1%
17166517	1	0.1%
21971178	1	0.1%
21974581	1	0.1%
22006179	1	0.1%
22006197	1	0.1%
24531369	6	0.7%
26197395	1	0.1%

Value	Count	Frequency (%)
231581635	1	0.1%
186653690	1	0.1%
176175963	1	0.1%
150835371	1	0.1%
120497762	1	0.1%
118342820	1	0.1%
117753437	2	0.2%
115280412	1	0.1%
108252191	6	0.7%
89839561	1	0.1%

Site1_Description
Text

Missing

Distinct	31
Distinct (%)	73.8%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

Length

Max length	44
Median length	39
Mean length	32.428571
Min length	17

Characters and Unicode

Total characters	1.362
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	66.7%

Sample

1st row	Exon 48 of KMT2D(-)
2nd row	Intron of ERBB3(+):32bp before exon 13
3rd row	Intron of RTEL1(+):115bp before exon 11
4th row	Intron of SRC(+):66bp after exon 8
5th row	Intron of ATM(+):25bp after exon 62

Value	Count	Frequency (%)
of	36	15.9%
exon	32	14.2%
intron	25	11.1%
before	23	10.2%
after	10	4.4%
9	9	4.0%
atm(+):25bp	6	2.7%
62	6	2.7%
rtel1(+):7bp	6	2.7%
igr	6	2.7%
Other values (50)	67	29.6%

Most occurring characters

Value	Count	Frequency (%)
	184	13.5%
o	124	9.1%
n	84	6.2%
e	83	6.1%
f	71	5.2%
r	68	5.0%
b	58	4.3%
t	47	3.5%
)	42	3.1%
(	42	3.1%
Other values (44)	559	41.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1362	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	184	13.5%
o	124	9.1%
n	84	6.2%
e	83	6.1%
f	71	5.2%
r	68	5.0%
b	58	4.3%
t	47	3.5%
)	42	3.1%
(	42	3.1%
Other values (44)	559	41.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1362	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	184	13.5%
o	124	9.1%
n	84	6.2%
e	83	6.1%
f	71	5.2%
r	68	5.0%
b	58	4.3%
t	47	3.5%
)	42	3.1%
(	42	3.1%
Other values (44)	559	41.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1362	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	184	13.5%
o	124	9.1%
n	84	6.2%
e	83	6.1%
f	71	5.2%
r	68	5.0%
b	58	4.3%
t	47	3.5%
)	42	3.1%
(	42	3.1%
Other values (44)	559	41.0%

Site2_Description
Text

Missing

Distinct	30
Distinct (%)	71.4%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

Length

Max length	41
Median length	37
Mean length	28.857143
Min length	17

Characters and Unicode

Total characters	1.212
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	61.9%

Sample

1st row	Exon 4 of NLRP6(+)
2nd row	IGR: 105Kb before XRCC6BP1(+)
3rd row	IGR: 30Kb before SNRPD2P2(-)
4th row	5-UTR of NUP93(+):3Kb before coding start
5th row	Promoter of C11orf65(-):2Kb from tx start

Value	Count	Frequency (%)
of	30	14.9%
exon	22	10.9%
before	17	8.5%
igr	12	6.0%
intron	8	4.0%
start	7	3.5%
tx	6	3.0%
c11orf65(-):2kb	6	3.0%
from	6	3.0%
186kb	6	3.0%
Other values (51)	81	40.3%

Most occurring characters

Value	Count	Frequency (%)
	159	13.1%
o	104	8.6%
f	64	5.3%
r	61	5.0%
e	53	4.4%
1	52	4.3%
b	45	3.7%
(	42	3.5%
)	42	3.5%
t	40	3.3%
Other values (45)	550	45.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1212	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	159	13.1%
o	104	8.6%
f	64	5.3%
r	61	5.0%
e	53	4.4%
1	52	4.3%
b	45	3.7%
(	42	3.5%
)	42	3.5%
t	40	3.3%
Other values (45)	550	45.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1212	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	159	13.1%
o	104	8.6%
f	64	5.3%
r	61	5.0%
e	53	4.4%
1	52	4.3%
b	45	3.7%
(	42	3.5%
)	42	3.5%
t	40	3.3%
Other values (45)	550	45.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1212	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	159	13.1%
o	104	8.6%
f	64	5.3%
r	61	5.0%
e	53	4.4%
1	52	4.3%
b	45	3.7%
(	42	3.5%
)	42	3.5%
t	40	3.3%
Other values (45)	550	45.4%

NCBI_Build
Categorical

Constant Missing

Distinct	1
Distinct (%)	2.3%
Missing	775
Missing (%)	94.7%
Memory size	6.5 KiB

GRCh37	43

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	258
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GRCh37
2nd row	GRCh37
3rd row	GRCh37
4th row	GRCh37
5th row	GRCh37

Common Values

Value	Count	Frequency (%)
GRCh37	43	5.3%
(Missing)	775	94.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
grch37	43	100.0%

Most occurring characters

Value	Count	Frequency (%)
G	43	16.7%
R	43	16.7%
C	43	16.7%
h	43	16.7%
3	43	16.7%
7	43	16.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	258	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	43	16.7%
R	43	16.7%
C	43	16.7%
h	43	16.7%
3	43	16.7%
7	43	16.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	258	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	43	16.7%
R	43	16.7%
C	43	16.7%
h	43	16.7%
3	43	16.7%
7	43	16.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	258	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	43	16.7%
R	43	16.7%
C	43	16.7%
h	43	16.7%
3	43	16.7%
7	43	16.7%

Class
Categorical

High correlation Missing

Distinct	4
Distinct (%)	9.5%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

DELETION	21
TRANSLOCATION	15
INVERSION	4
DUPLICATION	2

Length

Max length	13
Median length	12
Mean length	10.02381
Min length	8

Characters and Unicode

Total characters	421
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TRANSLOCATION
2nd row	INVERSION
3rd row	TRANSLOCATION
4th row	TRANSLOCATION
5th row	DELETION

Common Values

Value	Count	Frequency (%)
DELETION	21	2.6%
TRANSLOCATION	15	1.8%
INVERSION	4	0.5%
DUPLICATION	2	0.2%
(Missing)	776	94.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
deletion	21	50.0%
translocation	15	35.7%
inversion	4	9.5%
duplication	2	4.8%

Most occurring characters

Value	Count	Frequency (%)
N	61	14.5%
O	57	13.5%
T	53	12.6%
I	48	11.4%
E	46	10.9%
L	38	9.0%
A	32	7.6%
D	23	5.5%
R	19	4.5%
S	19	4.5%
Other values (4)	25	5.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	421	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	61	14.5%
O	57	13.5%
T	53	12.6%
I	48	11.4%
E	46	10.9%
L	38	9.0%
A	32	7.6%
D	23	5.5%
R	19	4.5%
S	19	4.5%
Other values (4)	25	5.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	421	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	61	14.5%
O	57	13.5%
T	53	12.6%
I	48	11.4%
E	46	10.9%
L	38	9.0%
A	32	7.6%
D	23	5.5%
R	19	4.5%
S	19	4.5%
Other values (4)	25	5.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	421	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	61	14.5%
O	57	13.5%
T	53	12.6%
I	48	11.4%
E	46	10.9%
L	38	9.0%
A	32	7.6%
D	23	5.5%
R	19	4.5%
S	19	4.5%
Other values (4)	25	5.9%

Tumor_Split_Read_Count
Categorical

High correlation Missing

Distinct	5
Distinct (%)	19.2%
Missing	792
Missing (%)	96.8%
Memory size	6.5 KiB

10.0	19
0.0	4
89.0	1
5.0	1
8.0	1

Length

Max length	4
Median length	4
Mean length	3.7692308
Min length	3

Characters and Unicode

Total characters	98
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	11.5%

Sample

1st row	10.0
2nd row	0.0
3rd row	10.0
4th row	10.0
5th row	89.0

Common Values

Value	Count	Frequency (%)
10.0	19	2.3%
0.0	4	0.5%
89.0	1	0.1%
5.0	1	0.1%
8.0	1	0.1%
(Missing)	792	96.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
10.0	19	73.1%
0.0	4	15.4%
89.0	1	3.8%
5.0	1	3.8%
8.0	1	3.8%

Most occurring characters

Value	Count	Frequency (%)
0	49	50.0%
.	26	26.5%
1	19	19.4%
8	2	2.0%
9	1	1.0%
5	1	1.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	98	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	49	50.0%
.	26	26.5%
1	19	19.4%
8	2	2.0%
9	1	1.0%
5	1	1.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	98	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	49	50.0%
.	26	26.5%
1	19	19.4%
8	2	2.0%
9	1	1.0%
5	1	1.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	98	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	49	50.0%
.	26	26.5%
1	19	19.4%
8	2	2.0%
9	1	1.0%
5	1	1.0%

Tumor_Paired_End_Read_Count
Real number (ℝ)

High correlation Missing

Distinct	21
Distinct (%)	80.8%
Missing	792
Missing (%)	96.8%
Infinite	0
Infinite (%)	0.0%
Mean	41.846154

Minimum	2
Maximum	158
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	2
5-th percentile	5.25
Q1	10.25
median	23
Q3	55.5
95-th percentile	113.75
Maximum	158
Range	156
Interquartile range (IQR)	45.25

Descriptive statistics

Standard deviation	40.687779
Coefficient of variation (CV)	0.97231826
Kurtosis	1.2906526
Mean	41.846154
Median Absolute Deviation (MAD)	17.5
Skewness	1.3194535
Sum	1088
Variance	1655.4954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
10	3	0.4%
6	2	0.2%
20	2	0.2%
51	2	0.2%
24	1	0.1%
92	1	0.1%
72	1	0.1%
57	1	0.1%
16	1	0.1%
22	1	0.1%
Other values (11)	11	1.3%
(Missing)	792	96.8%

Value	Count	Frequency (%)
2	1	0.1%
5	1	0.1%
6	2	0.2%
10	3	0.4%
11	1	0.1%
12	1	0.1%
16	1	0.1%
20	2	0.2%
22	1	0.1%
24	1	0.1%

Value	Count	Frequency (%)
158	1	0.1%
118	1	0.1%
101	1	0.1%
92	1	0.1%
86	1	0.1%
72	1	0.1%
57	1	0.1%
51	2	0.2%
50	1	0.1%
41	1	0.1%

Event_Info
Text

Missing

Distinct	27
Distinct (%)	62.8%
Missing	775
Missing (%)	94.7%
Memory size	6.5 KiB

Length

Max length	42
Median length	16
Mean length	22.744186
Min length	14

Characters and Unicode

Total characters	978
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	51.2%

Sample

1st row	Protein Fusion: mid-exon {KMT2D:NLRP6}
2nd row	ERBB3-intergenic
3rd row	RTEL1-intergenic
4th row	Antisense Fusion
5th row	Antisense Fusion

Value	Count	Frequency (%)
fusion	19	19.6%
mid-exon	10	10.3%
protein	9	9.3%
antisense	8	8.2%
rtel1-intergenic	7	7.2%
	4	4.1%
within	3	3.1%
transcript	3	3.1%
cdkn2b:cdkn2a	2	2.1%
deletion	2	2.1%
Other values (28)	30	30.9%

Most occurring characters

Value	Count	Frequency (%)
n	106	10.8%
i	102	10.4%
e	81	8.3%
	63	6.4%
t	51	5.2%
o	43	4.4%
r	40	4.1%
s	38	3.9%
-	34	3.5%
A	26	2.7%
Other values (43)	394	40.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	978	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	106	10.8%
i	102	10.4%
e	81	8.3%
	63	6.4%
t	51	5.2%
o	43	4.4%
r	40	4.1%
s	38	3.9%
-	34	3.5%
A	26	2.7%
Other values (43)	394	40.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	978	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	106	10.8%
i	102	10.4%
e	81	8.3%
	63	6.4%
t	51	5.2%
o	43	4.4%
r	40	4.1%
s	38	3.9%
-	34	3.5%
A	26	2.7%
Other values (43)	394	40.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	978	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	106	10.8%
i	102	10.4%
e	81	8.3%
	63	6.4%
t	51	5.2%
o	43	4.4%
r	40	4.1%
s	38	3.9%
-	34	3.5%
A	26	2.7%
Other values (43)	394	40.3%

Breakpoint_Type
Categorical

High correlation Imbalance Missing

Distinct	2
Distinct (%)	4.8%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

PRECISE	38
IMPPRECISE	4

Length

Max length	10
Median length	7
Mean length	7.2857143
Min length	7

Characters and Unicode

Total characters	306
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PRECISE
2nd row	IMPPRECISE
3rd row	PRECISE
4th row	PRECISE
5th row	PRECISE

Common Values

Value	Count	Frequency (%)
PRECISE	38	4.6%
IMPPRECISE	4	0.5%
(Missing)	776	94.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
precise	38	90.5%
impprecise	4	9.5%

Most occurring characters

Value	Count	Frequency (%)
E	84	27.5%
P	46	15.0%
I	46	15.0%
R	42	13.7%
C	42	13.7%
S	42	13.7%
M	4	1.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	306	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	84	27.5%
P	46	15.0%
I	46	15.0%
R	42	13.7%
C	42	13.7%
S	42	13.7%
M	4	1.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	306	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	84	27.5%
P	46	15.0%
I	46	15.0%
R	42	13.7%
C	42	13.7%
S	42	13.7%
M	4	1.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	306	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	84	27.5%
P	46	15.0%
I	46	15.0%
R	42	13.7%
C	42	13.7%
S	42	13.7%
M	4	1.3%

Connection_Type
Categorical

High correlation Missing

Distinct	4
Distinct (%)	9.5%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

3to5	30
5to5	4
3to3	4
5to3	4

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	168
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5to5
2nd row	5to5
3rd row	5to5
4th row	3to3
5th row	3to5

Common Values

Value	Count	Frequency (%)
3to5	30	3.7%
5to5	4	0.5%
3to3	4	0.5%
5to3	4	0.5%
(Missing)	776	94.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3to5	30	71.4%
5to5	4	9.5%
3to3	4	9.5%
5to3	4	9.5%

Most occurring characters

Value	Count	Frequency (%)
3	42	25.0%
t	42	25.0%
o	42	25.0%
5	42	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	168	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	42	25.0%
t	42	25.0%
o	42	25.0%
5	42	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	168	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	42	25.0%
t	42	25.0%
o	42	25.0%
5	42	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	168	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	42	25.0%
t	42	25.0%
o	42	25.0%
5	42	25.0%

Annotation
Text

Missing

Distinct	32
Distinct (%)	74.4%
Missing	775
Missing (%)	94.7%
Memory size	6.5 KiB

Length

Max length	189
Median length	92
Mean length	79.27907
Min length	50

Characters and Unicode

Total characters	3.409
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29 ?
Unique (%)	67.4%

Sample

1st row	KMT2D (NM_003482) - NLRP6 (NM_138329) rearrangement: t(11;12)(p15.5;q13.12)(chr11:g.280348::chr12:g.49420445)
2nd row	ERBB3 (NM_001982) rearrangement: c.1481-33:ERBB3_chr12:g.58440275inv
3rd row	RTEL1 (NM_032957) rearrangement: t(1;20)(q42.2;q13.33)(chr1:g.231581635::chr20:g.62309382)
4th row	SRC (NM_198291) rearrangement: t(16;20)(q13;q11.23)(chr16:g.56779027::chr20:g.36024780)
5th row	ATM (NM_000051) rearrangement: c.8987+25:ATM_chr11:g.108252191del

Value	Count	Frequency (%)
rearrangement	42	19.1%
	10	4.5%
nm_032957	7	3.2%
rtel1	7	3.2%
atm	6	2.7%
nm_000051	6	2.7%
c.8987+25:atm_chr11:g.108252191del	6	2.7%
t(19;20)(p13.13;q13.33)(chr19:g.24531369::chr20:g.62303901	6	2.7%
cdkn2a	3	1.4%
fusion	3	1.4%
Other values (110)	124	56.4%

Most occurring characters

Value	Count	Frequency (%)
1	246	7.2%
0	183	5.4%
	179	5.3%
r	170	5.0%
2	159	4.7%
e	156	4.6%
3	151	4.4%
:	148	4.3%
.	113	3.3%
)	97	2.8%
Other values (56)	1807	53.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3409	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	246	7.2%
0	183	5.4%
	179	5.3%
r	170	5.0%
2	159	4.7%
e	156	4.6%
3	151	4.4%
:	148	4.3%
.	113	3.3%
)	97	2.8%
Other values (56)	1807	53.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3409	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	246	7.2%
0	183	5.4%
	179	5.3%
r	170	5.0%
2	159	4.7%
e	156	4.6%
3	151	4.4%
:	148	4.3%
.	113	3.3%
)	97	2.8%
Other values (56)	1807	53.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3409	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	246	7.2%
0	183	5.4%
	179	5.3%
r	170	5.0%
2	159	4.7%
e	156	4.6%
3	151	4.4%
:	148	4.3%
.	113	3.3%
)	97	2.8%
Other values (56)	1807	53.0%

DNA_Support
Boolean

Constant Missing

Distinct	1
Distinct (%)	3.7%
Missing	791
Missing (%)	96.7%
Memory size	1.7 KiB

True	27
(Missing)	791

Value	Count	Frequency (%)
True	27	3.3%
(Missing)	791	96.7%

RNA_Support
Categorical

Constant Missing

Distinct	1
Distinct (%)	3.7%
Missing	791
Missing (%)	96.7%
Memory size	6.5 KiB

unknown	27

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	189
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	unknown
2nd row	unknown
3rd row	unknown
4th row	unknown
5th row	unknown

Common Values

Value	Count	Frequency (%)
unknown	27	3.3%
(Missing)	791	96.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
unknown	27	100.0%

Most occurring characters

Value	Count	Frequency (%)
n	81	42.9%
u	27	14.3%
k	27	14.3%
o	27	14.3%
w	27	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	189	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	81	42.9%
u	27	14.3%
k	27	14.3%
o	27	14.3%
w	27	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	189	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	81	42.9%
u	27	14.3%
k	27	14.3%
o	27	14.3%
w	27	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	189	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	81	42.9%
u	27	14.3%
k	27	14.3%
o	27	14.3%
w	27	14.3%

SV_Length
Real number (ℝ)

High correlation Missing Zeros

Distinct	23
Distinct (%)	54.8%
Missing	776
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%
Mean	3643327.4

Minimum	0
Maximum	61716684
Zeros	15
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	12201.5
Q3	70974
95-th percentile	10240049
Maximum	61716684
Range	61716684
Interquartile range (IQR)	70974

Descriptive statistics

Standard deviation	12911939
Coefficient of variation (CV)	3.5439962
Kurtosis	17.015202
Mean	3643327.4
Median Absolute Deviation (MAD)	12201.5
Skewness	4.1973152
Sum	1.5301975 × 10⁸
Variance	1.6671816 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	15	1.8%
16221	6	0.7%
1952760	1	0.1%
2821914	1	0.1%
34979	1	0.1%
343056	1	0.1%
3380	1	0.1%
19330	1	0.1%
430154	1	0.1%
57715788	1	0.1%
Other values (13)	13	1.6%
(Missing)	776	94.9%

Value	Count	Frequency (%)
0	15	1.8%
1381	1	0.1%
2523	1	0.1%
3380	1	0.1%
4458	1	0.1%
7092	1	0.1%
8182	1	0.1%
16221	6	0.7%
19330	1	0.1%
34974	1	0.1%

Value	Count	Frequency (%)
61716684	1	0.1%
57715788	1	0.1%
10349713	1	0.1%
8156427	1	0.1%
8123834	1	0.1%
2821914	1	0.1%
1952760	1	0.1%
1073247	1	0.1%
430154	1	0.1%
343056	1	0.1%

Normal_Read_Count
Real number (ℝ)

High correlation Missing Zeros

Distinct	23
Distinct (%)	54.8%
Missing	776
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%
Mean	26880.714

Minimum	0
Maximum	343532
Zeros	15
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1561
Q3	15169.75
95-th percentile	123562.6
Maximum	343532
Range	343532
Interquartile range (IQR)	15169.75

Descriptive statistics

Standard deviation	66876.692
Coefficient of variation (CV)	2.4879061
Kurtosis	13.844215
Mean	26880.714
Median Absolute Deviation (MAD)	1561
Skewness	3.5888208
Sum	1128990
Variance	4.4724919 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	15	1.8%
1561	6	0.7%
99672	1	0.1%
53554	1	0.1%
7575	1	0.1%
33237	1	0.1%
932	1	0.1%
523	1	0.1%
30011	1	0.1%
343532	1	0.1%
Other values (13)	13	1.6%
(Missing)	776	94.9%

Value	Count	Frequency (%)
0	15	1.8%
111	1	0.1%
523	1	0.1%
932	1	0.1%
1455	1	0.1%
1561	6	0.7%
1921	1	0.1%
4254	1	0.1%
6031	1	0.1%
7575	1	0.1%

Value	Count	Frequency (%)
343532	1	0.1%
235499	1	0.1%
124820	1	0.1%
99672	1	0.1%
90077	1	0.1%
53554	1	0.1%
33237	1	0.1%
30011	1	0.1%
25224	1	0.1%
19853	1	0.1%

Tumor_Read_Count
Real number (ℝ)

High correlation Missing Zeros

Distinct	23
Distinct (%)	54.8%
Missing	776
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%
Mean	27006.571

Minimum	0
Maximum	423302
Zeros	15
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1455
Q3	13191.25
95-th percentile	127022.25
Maximum	423302
Range	423302
Interquartile range (IQR)	13191.25

Descriptive statistics

Standard deviation	72274.962
Coefficient of variation (CV)	2.6761991
Kurtosis	22.701324
Mean	27006.571
Median Absolute Deviation (MAD)	1455
Skewness	4.4317071
Sum	1134276
Variance	5.2236701 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	15	1.8%
1455	6	0.7%
127838	1	0.1%
60991	1	0.1%
548	1	0.1%
45073	1	0.1%
879	1	0.1%
191	1	0.1%
13673	1	0.1%
423302	1	0.1%
Other values (13)	13	1.6%
(Missing)	776	94.9%

Value	Count	Frequency (%)
0	15	1.8%
82	1	0.1%
191	1	0.1%
548	1	0.1%
879	1	0.1%
1455	6	0.7%
1998	1	0.1%
2906	1	0.1%
4493	1	0.1%
4880	1	0.1%

Value	Count	Frequency (%)
423302	1	0.1%
148681	1	0.1%
127838	1	0.1%
111523	1	0.1%
80408	1	0.1%
60991	1	0.1%
45073	1	0.1%
31677	1	0.1%
26712	1	0.1%
16551	1	0.1%

Normal_Variant_Count
Categorical

Constant Missing

Distinct	1
Distinct (%)	2.4%
Missing	776
Missing (%)	94.9%
Memory size	6.5 KiB

0.0	42

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	42	5.1%
(Missing)	776	94.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	42	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	84	66.7%
.	42	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	126	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	84	66.7%
.	42	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	126	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	84	66.7%
.	42	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	126	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	84	66.7%
.	42	33.3%

Tumor_Variant_Count
Real number (ℝ)

High correlation Missing

Distinct	24
Distinct (%)	57.1%
Missing	776
Missing (%)	94.9%
Infinite	0
Infinite (%)	0.0%
Mean	60.071429

Minimum	2
Maximum	208
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	13
median	50
Q3	86.25
95-th percentile	160
Maximum	208
Range	206
Interquartile range (IQR)	73.25

Descriptive statistics

Standard deviation	56.711247
Coefficient of variation (CV)	0.94406356
Kurtosis	0.050579506
Mean	60.071429
Median Absolute Deviation (MAD)	38.5
Skewness	1.0740502
Sum	2523
Variance	3216.1655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
160	6	0.7%
50	6	0.7%
9	4	0.5%
62	2	0.2%
6	2	0.2%
20	2	0.2%
16	2	0.2%
91	2	0.2%
208	1	0.1%
29	1	0.1%
Other values (14)	14	1.7%
(Missing)	776	94.9%

Value	Count	Frequency (%)
2	1	0.1%
5	1	0.1%
6	2	0.2%
9	4	0.5%
10	1	0.1%
11	1	0.1%
12	1	0.1%
16	2	0.2%
20	2	0.2%
21	1	0.1%

Value	Count	Frequency (%)
208	1	0.1%
160	6	0.7%
128	1	0.1%
100	1	0.1%
91	2	0.2%
72	1	0.1%
62	2	0.2%
61	1	0.1%
60	1	0.1%
54	1	0.1%

Comments
Text

Missing

Distinct	32
Distinct (%)	74.4%
Missing	775
Missing (%)	94.7%
Memory size	6.5 KiB

Length

Max length	553
Median length	162
Mean length	142.16279
Min length	76

Characters and Unicode

Total characters	6.113
Distinct characters	65
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29 ?
Unique (%)	67.4%

Sample

1st row	Note: The KMT2D - NLRP6 rearrangement is a translocation that results in a fusion of KMT2D exons 1 - 48 to NLRP6 exons 4 - 8. The breakpoints are within KMT2D exon 48 and NLRP6 exon 4. Functional significance is undetermined.
2nd row	Note: The ERBB3 rearrangement is an inversion of exons 13 - 28. The rearrangement includes the kinase domain of ERBB3. Functional significance is undetermined.
3rd row	Note: The RTEL1 rearrangement is a translocation with a breakpoint in intron 10. Functional significance is undetermined.
4th row	Note: The SRC rearrangement is a translocation with a breakpoint in intron 8. Functional significance is undetermined.
5th row	Note: The ATM rearrangement is a deletion of exons 63. its functional significance is undetermined.

Value	Count	Frequency (%)
is	85	8.9%
the	75	7.9%
of	47	4.9%
a	45	4.7%
rearrangement	44	4.6%
note	42	4.4%
functional	34	3.6%
undetermined	34	3.6%
significance	34	3.6%
exon	33	3.5%
Other values (142)	481	50.4%

Most occurring characters

Value	Count	Frequency (%)
	915	15.0%
e	601	9.8%
n	557	9.1%
i	455	7.4%
t	357	5.8%
a	317	5.2%
o	315	5.2%
s	262	4.3%
r	258	4.2%
c	138	2.3%
Other values (55)	1938	31.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6113	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	915	15.0%
e	601	9.8%
n	557	9.1%
i	455	7.4%
t	357	5.8%
a	317	5.2%
o	315	5.2%
s	262	4.3%
r	258	4.2%
c	138	2.3%
Other values (55)	1938	31.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6113	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	915	15.0%
e	601	9.8%
n	557	9.1%
i	455	7.4%
t	357	5.8%
a	317	5.2%
o	315	5.2%
s	262	4.3%
r	258	4.2%
c	138	2.3%
Other values (55)	1938	31.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6113	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	915	15.0%
e	601	9.8%
n	557	9.1%
i	455	7.4%
t	357	5.8%
a	317	5.2%
o	315	5.2%
s	262	4.3%
r	258	4.2%
c	138	2.3%
Other values (55)	1938	31.7%

cancer_type
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Gastrointestinal Stromal Tumor	818

Length

Max length	30
Median length	30
Mean length	30
Min length	30

Characters and Unicode

Total characters	24.540
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gastrointestinal Stromal Tumor
2nd row	Gastrointestinal Stromal Tumor
3rd row	Gastrointestinal Stromal Tumor
4th row	Gastrointestinal Stromal Tumor
5th row	Gastrointestinal Stromal Tumor

Common Values

Value	Count	Frequency (%)
Gastrointestinal Stromal Tumor	818	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gastrointestinal	818	33.3%
stromal	818	33.3%
tumor	818	33.3%

Most occurring characters

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24540	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24540	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24540	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

sample_type
Categorical

High correlation

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Primary	473
Metastasis	333
Local Recurrence	9
Unknown	3

Length

Max length	16
Median length	7
Mean length	8.3202934
Min length	7

Characters and Unicode

Total characters	6.806
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Primary
2nd row	Primary
3rd row	Primary
4th row	Primary
5th row	Metastasis

Common Values

Value	Count	Frequency (%)
Primary	473	57.8%
Metastasis	333	40.7%
Local Recurrence	9	1.1%
Unknown	3	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
primary	473	57.2%
metastasis	333	40.3%
local	9	1.1%
recurrence	9	1.1%
unknown	3	0.4%

Most occurring characters

Value	Count	Frequency (%)
a	1148	16.9%
s	999	14.7%
r	964	14.2%
i	806	11.8%
t	666	9.8%
m	473	6.9%
P	473	6.9%
y	473	6.9%
e	360	5.3%
M	333	4.9%
Other values (11)	111	1.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6806	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1148	16.9%
s	999	14.7%
r	964	14.2%
i	806	11.8%
t	666	9.8%
m	473	6.9%
P	473	6.9%
y	473	6.9%
e	360	5.3%
M	333	4.9%
Other values (11)	111	1.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6806	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1148	16.9%
s	999	14.7%
r	964	14.2%
i	806	11.8%
t	666	9.8%
m	473	6.9%
P	473	6.9%
y	473	6.9%
e	360	5.3%
M	333	4.9%
Other values (11)	111	1.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6806	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1148	16.9%
s	999	14.7%
r	964	14.2%
i	806	11.8%
t	666	9.8%
m	473	6.9%
P	473	6.9%
y	473	6.9%
e	360	5.3%
M	333	4.9%
Other values (11)	111	1.6%

sample_class
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Tumor	818

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	4.090
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Tumor
2nd row	Tumor
3rd row	Tumor
4th row	Tumor
5th row	Tumor

Common Values

Value	Count	Frequency (%)
Tumor	818	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tumor	818	100.0%

Most occurring characters

Value	Count	Frequency (%)
T	818	20.0%
u	818	20.0%
m	818	20.0%
o	818	20.0%
r	818	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4090	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
T	818	20.0%
u	818	20.0%
m	818	20.0%
o	818	20.0%
r	818	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4090	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
T	818	20.0%
u	818	20.0%
m	818	20.0%
o	818	20.0%
r	818	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4090	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
T	818	20.0%
u	818	20.0%
m	818	20.0%
o	818	20.0%
r	818	20.0%

metastatic_site
Categorical

High correlation Imbalance

Distinct	32
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Not Applicable	495
Liver	154
Peritoneum	18
Mesentery	15
Abdomen	13
Other values (27)	123

Length

Max length	18
Median length	14
Mean length	11.169927
Min length	4

Characters and Unicode

Total characters	9.137
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	1.0%

Sample

1st row	Not Applicable
2nd row	Not Applicable
3rd row	Not Applicable
4th row	Not Applicable
5th row	Liver

Common Values

Value	Count	Frequency (%)
Not Applicable	495	60.5%
Liver	154	18.8%
Peritoneum	18	2.2%
Mesentery	15	1.8%
Abdomen	13	1.6%
Pelvis	13	1.6%
Small Bowel	13	1.6%
Skin	11	1.3%
Omentum	11	1.3%
Spleen	9	1.1%
Other values (22)	66	8.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	498	36.5%
applicable	495	36.3%
liver	154	11.3%
peritoneum	18	1.3%
mesentery	15	1.1%
pelvis	15	1.1%
abdomen	13	1.0%
small	13	1.0%
bowel	13	1.0%
skin	11	0.8%
Other values (29)	119	8.7%

Most occurring characters

Value	Count	Frequency (%)
l	1105	12.1%
p	1011	11.1%
e	847	9.3%
i	723	7.9%
o	587	6.4%
a	565	6.2%
t	562	6.2%
	546	6.0%
b	519	5.7%
A	516	5.6%
Other values (27)	2156	23.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9137	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	1105	12.1%
p	1011	11.1%
e	847	9.3%
i	723	7.9%
o	587	6.4%
a	565	6.2%
t	562	6.2%
	546	6.0%
b	519	5.7%
A	516	5.6%
Other values (27)	2156	23.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9137	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	1105	12.1%
p	1011	11.1%
e	847	9.3%
i	723	7.9%
o	587	6.4%
a	565	6.2%
t	562	6.2%
	546	6.0%
b	519	5.7%
A	516	5.6%
Other values (27)	2156	23.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9137	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	1105	12.1%
p	1011	11.1%
e	847	9.3%
i	723	7.9%
o	587	6.4%
a	565	6.2%
t	562	6.2%
	546	6.0%
b	519	5.7%
A	516	5.6%
Other values (27)	2156	23.6%

primary_site
Categorical

Distinct	24
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Stomach	256
Small Bowel	242
Soft Tissue	96
Gastric	75
Intraabdominal	26
Other values (19)	123

Length

Max length	25
Median length	16
Mean length	9.1845966
Min length	4

Characters and Unicode

Total characters	7.513
Distinct characters	39
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	1.1%

Sample

1st row	Gastric
2nd row	Gastric
3rd row	Gastric
4th row	Gastric
5th row	Stomach

Common Values

Value	Count	Frequency (%)
Stomach	256	31.3%
Small Bowel	242	29.6%
Soft Tissue	96	11.7%
Gastric	75	9.2%
Intraabdominal	26	3.2%
Small Intestine	26	3.2%
Duodenum	21	2.6%
Rectum	17	2.1%
Abdomen	15	1.8%
Bowel	12	1.5%
Other values (14)	32	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
small	268	22.4%
stomach	256	21.4%
bowel	254	21.3%
soft	96	8.0%
tissue	96	8.0%
gastric	79	6.6%
intraabdominal	26	2.2%
intestine	26	2.2%
duodenum	21	1.8%
rectum	18	1.5%
Other values (20)	54	4.5%

Most occurring characters

Value	Count	Frequency (%)
l	839	11.2%
a	701	9.3%
o	696	9.3%
S	620	8.3%
m	611	8.1%
t	531	7.1%
e	472	6.3%
	376	5.0%
c	358	4.8%
s	319	4.2%
Other values (29)	1990	26.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7513	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	839	11.2%
a	701	9.3%
o	696	9.3%
S	620	8.3%
m	611	8.1%
t	531	7.1%
e	472	6.3%
	376	5.0%
c	358	4.8%
s	319	4.2%
Other values (29)	1990	26.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7513	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	839	11.2%
a	701	9.3%
o	696	9.3%
S	620	8.3%
m	611	8.1%
t	531	7.1%
e	472	6.3%
	376	5.0%
c	358	4.8%
s	319	4.2%
Other values (29)	1990	26.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7513	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	839	11.2%
a	701	9.3%
o	696	9.3%
S	620	8.3%
m	611	8.1%
t	531	7.1%
e	472	6.3%
	376	5.0%
c	358	4.8%
s	319	4.2%
Other values (29)	1990	26.5%

cancer_type_detailed
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Gastrointestinal Stromal Tumor	818

Length

Max length	30
Median length	30
Mean length	30
Min length	30

Characters and Unicode

Total characters	24.540
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Gastrointestinal Stromal Tumor
2nd row	Gastrointestinal Stromal Tumor
3rd row	Gastrointestinal Stromal Tumor
4th row	Gastrointestinal Stromal Tumor
5th row	Gastrointestinal Stromal Tumor

Common Values

Value	Count	Frequency (%)
Gastrointestinal Stromal Tumor	818	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gastrointestinal	818	33.3%
stromal	818	33.3%
tumor	818	33.3%

Most occurring characters

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24540	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24540	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24540	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	3272	13.3%
r	2454	10.0%
a	2454	10.0%
o	2454	10.0%
s	1636	6.7%
i	1636	6.7%
n	1636	6.7%
	1636	6.7%
l	1636	6.7%
m	1636	6.7%
Other values (5)	4090	16.7%

gene_panel
Categorical

High correlation

Distinct	4
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

IMPACT468	392
IMPACT410	260
IMPACT505	91
IMPACT341	75

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	7.362
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	IMPACT341
2nd row	IMPACT341
3rd row	IMPACT341
4th row	IMPACT341
5th row	IMPACT341

Common Values

Value	Count	Frequency (%)
IMPACT468	392	47.9%
IMPACT410	260	31.8%
IMPACT505	91	11.1%
IMPACT341	75	9.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
impact468	392	47.9%
impact410	260	31.8%
impact505	91	11.1%
impact341	75	9.2%

Most occurring characters

Value	Count	Frequency (%)
I	818	11.1%
M	818	11.1%
P	818	11.1%
A	818	11.1%
C	818	11.1%
T	818	11.1%
4	727	9.9%
6	392	5.3%
8	392	5.3%
0	351	4.8%
Other values (3)	592	8.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7362	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	818	11.1%
M	818	11.1%
P	818	11.1%
A	818	11.1%
C	818	11.1%
T	818	11.1%
4	727	9.9%
6	392	5.3%
8	392	5.3%
0	351	4.8%
Other values (3)	592	8.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7362	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	818	11.1%
M	818	11.1%
P	818	11.1%
A	818	11.1%
C	818	11.1%
T	818	11.1%
4	727	9.9%
6	392	5.3%
8	392	5.3%
0	351	4.8%
Other values (3)	592	8.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7362	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	818	11.1%
M	818	11.1%
P	818	11.1%
A	818	11.1%
C	818	11.1%
T	818	11.1%
4	727	9.9%
6	392	5.3%
8	392	5.3%
0	351	4.8%
Other values (3)	592	8.0%

sample_coverage
Real number (ℝ)

High correlation

Distinct	406
Distinct (%)	49.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	673.23472

Minimum	106
Maximum	1270
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	106
5-th percentile	326
Q1	521.25
median	674
Q3	813
95-th percentile	1023
Maximum	1270
Range	1164
Interquartile range (IQR)	291.75

Descriptive statistics

Standard deviation	212.73839
Coefficient of variation (CV)	0.31599438
Kurtosis	-0.2469397
Mean	673.23472
Median Absolute Deviation (MAD)	146
Skewness	0.030061362
Sum	550706
Variance	45257.622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
677	13	1.6%
1132	12	1.5%
1023	11	1.3%
674	9	1.1%
747	8	1.0%
808	7	0.9%
780	7	0.9%
682	7	0.9%
694	7	0.9%
434	7	0.9%
Other values (396)	730	89.2%

Value	Count	Frequency (%)
106	2	0.2%
148	1	0.1%
152	1	0.1%
172	2	0.2%
176	2	0.2%
182	4	0.5%
184	1	0.1%
189	1	0.1%
205	1	0.1%
206	1	0.1%

Value	Count	Frequency (%)
1270	1	0.1%
1243	1	0.1%
1225	1	0.1%
1152	1	0.1%
1135	1	0.1%
1132	12	1.5%
1108	1	0.1%
1107	2	0.2%
1085	5	0.6%
1080	1	0.1%

tumor_purity
Real number (ℝ)

High correlation Missing

Distinct	12
Distinct (%)	1.5%
Missing	26
Missing (%)	3.2%
Infinite	0
Infinite (%)	0.0%
Mean	66.224747

Minimum	10
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	10
5-th percentile	30
Q1	60
median	70
Q3	80
95-th percentile	90
Maximum	90
Range	80
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	18.355666
Coefficient of variation (CV)	0.2771723
Kurtosis	0.31816111
Mean	66.224747
Median Absolute Deviation (MAD)	10
Skewness	-0.87996749
Sum	52450
Variance	336.93046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
80	202	24.7%
70	162	19.8%
60	151	18.5%
90	98	12.0%
50	63	7.7%
40	42	5.1%
30	41	5.0%
20	12	1.5%
10	9	1.1%
85	6	0.7%
Other values (2)	6	0.7%
(Missing)	26	3.2%

Value	Count	Frequency (%)
10	9	1.1%
15	2	0.2%
20	12	1.5%
30	41	5.0%
35	4	0.5%
40	42	5.1%
50	63	7.7%
60	151	18.5%
70	162	19.8%
80	202	24.7%

Value	Count	Frequency (%)
90	98	12.0%
85	6	0.7%
80	202	24.7%
70	162	19.8%
60	151	18.5%
50	63	7.7%
40	42	5.1%
35	4	0.5%
30	41	5.0%
20	12	1.5%

oncotree_code
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

GIST	818

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	3.272
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GIST
2nd row	GIST
3rd row	GIST
4th row	GIST
5th row	GIST

Common Values

Value	Count	Frequency (%)
GIST	818	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
gist	818	100.0%

Most occurring characters

Value	Count	Frequency (%)
G	818	25.0%
I	818	25.0%
S	818	25.0%
T	818	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3272	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	818	25.0%
I	818	25.0%
S	818	25.0%
T	818	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3272	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	818	25.0%
I	818	25.0%
S	818	25.0%
T	818	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3272	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	818	25.0%
I	818	25.0%
S	818	25.0%
T	818	25.0%

msi_score
Real number (ℝ)

High correlation Missing Zeros

Distinct	203
Distinct (%)	25.1%
Missing	9
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.92142151

Minimum	0
Maximum	16.06
Zeros	121
Zeros (%)	14.8%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.11
median	0.56
Q3	1.3
95-th percentile	2.646
Maximum	16.06
Range	16.06
Interquartile range (IQR)	1.19

Descriptive statistics

Standard deviation	1.1746473
Coefficient of variation (CV)	1.2748208
Kurtosis	38.465651
Mean	0.92142151
Median Absolute Deviation (MAD)	0.5
Skewness	4.2278325
Sum	745.43
Variance	1.3797964
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	121	14.8%
0.08	17	2.1%
0.09	16	2.0%
0.07	13	1.6%
1.53	12	1.5%
0.17	12	1.5%
2.33	12	1.5%
0.06	12	1.5%
2.46	11	1.3%
0.3	11	1.3%
Other values (193)	572	69.9%

Value	Count	Frequency (%)
0	121	14.8%
0.02	2	0.2%
0.05	5	0.6%
0.06	12	1.5%
0.07	13	1.6%
0.08	17	2.1%
0.09	16	2.0%
0.1	9	1.1%
0.11	8	1.0%
0.12	5	0.6%

Value	Count	Frequency (%)
16.06	1	0.1%
8.33	1	0.1%
7.92	1	0.1%
6.1	1	0.1%
5.53	2	0.2%
5.5	1	0.1%
5.07	4	0.5%
4.93	1	0.1%
4.57	1	0.1%
4.55	1	0.1%

msi_type
Categorical

High correlation Imbalance Missing

Distinct	3
Distinct (%)	0.4%
Missing	9
Missing (%)	1.1%
Memory size	6.5 KiB

Stable	716
Do not report	67
Indeterminate	26

Length

Max length	13
Median length	6
Mean length	6.8046972
Min length	6

Characters and Unicode

Total characters	5.505
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Indeterminate
2nd row	Indeterminate
3rd row	Indeterminate
4th row	Indeterminate
5th row	Indeterminate

Common Values

Value	Count	Frequency (%)
Stable	716	87.5%
Do not report	67	8.2%
Indeterminate	26	3.2%
(Missing)	9	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
stable	716	75.9%
do	67	7.1%
not	67	7.1%
report	67	7.1%
indeterminate	26	2.8%

Most occurring characters

Value	Count	Frequency (%)
t	902	16.4%
e	861	15.6%
a	742	13.5%
S	716	13.0%
b	716	13.0%
l	716	13.0%
o	201	3.7%
r	160	2.9%
	134	2.4%
n	119	2.2%
Other values (6)	238	4.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5505	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	902	16.4%
e	861	15.6%
a	742	13.5%
S	716	13.0%
b	716	13.0%
l	716	13.0%
o	201	3.7%
r	160	2.9%
	134	2.4%
n	119	2.2%
Other values (6)	238	4.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5505	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	902	16.4%
e	861	15.6%
a	742	13.5%
S	716	13.0%
b	716	13.0%
l	716	13.0%
o	201	3.7%
r	160	2.9%
	134	2.4%
n	119	2.2%
Other values (6)	238	4.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5505	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	902	16.4%
e	861	15.6%
a	742	13.5%
S	716	13.0%
b	716	13.0%
l	716	13.0%
o	201	3.7%
r	160	2.9%
	134	2.4%
n	119	2.2%
Other values (6)	238	4.3%

somatic_status
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	6.5 KiB

Matched	818

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	5.726
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Matched
2nd row	Matched
3rd row	Matched
4th row	Matched
5th row	Matched

Common Values

Value	Count	Frequency (%)
Matched	818	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
matched	818	100.0%

Most occurring characters

Value	Count	Frequency (%)
M	818	14.3%
a	818	14.3%
t	818	14.3%
c	818	14.3%
h	818	14.3%
e	818	14.3%
d	818	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5726	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
M	818	14.3%
a	818	14.3%
t	818	14.3%
c	818	14.3%
h	818	14.3%
e	818	14.3%
d	818	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5726	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
M	818	14.3%
a	818	14.3%
t	818	14.3%
c	818	14.3%
h	818	14.3%
e	818	14.3%
d	818	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5726	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
M	818	14.3%
a	818	14.3%
t	818	14.3%
c	818	14.3%
h	818	14.3%
e	818	14.3%
d	818	14.3%

age_at_seq_reported_years
Text

Missing

Distinct	117
Distinct (%)	14.5%
Missing	10
Missing (%)	1.2%
Memory size	6.5 KiB

Length

Max length	4
Median length	2
Mean length	2.3341584
Min length	2

Characters and Unicode

Total characters	1.886
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29 ?
Unique (%)	3.6%

Sample

1st row	69.0
2nd row	69.0
3rd row	69.0
4th row	69.0
5th row	70

Value	Count	Frequency (%)
54	33	4.1%
61	29	3.6%
60	26	3.2%
63	26	3.2%
53	25	3.1%
58	24	3.0%
64	22	2.7%
48	21	2.6%
66	21	2.6%
49	20	2.5%
Other values (106)	561	69.4%

Most occurring characters

Value	Count	Frequency (%)
6	323	17.1%
5	257	13.6%
0	218	11.6%
7	209	11.1%
4	188	10.0%
3	160	8.5%
8	144	7.6%
.	134	7.1%
2	91	4.8%
9	82	4.3%
Other values (2)	80	4.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1886	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
6	323	17.1%
5	257	13.6%
0	218	11.6%
7	209	11.1%
4	188	10.0%
3	160	8.5%
8	144	7.6%
.	134	7.1%
2	91	4.8%
9	82	4.3%
Other values (2)	80	4.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1886	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
6	323	17.1%
5	257	13.6%
0	218	11.6%
7	209	11.1%
4	188	10.0%
3	160	8.5%
8	144	7.6%
.	134	7.1%
2	91	4.8%
9	82	4.3%
Other values (2)	80	4.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1886	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
6	323	17.1%
5	257	13.6%
0	218	11.6%
7	209	11.1%
4	188	10.0%
3	160	8.5%
8	144	7.6%
.	134	7.1%
2	91	4.8%
9	82	4.3%
Other values (2)	80	4.2%

tmb_nonsynonymous
Real number (ℝ)

High correlation Zeros

Distinct	34
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.761925

Minimum	0
Maximum	17.746485
Zeros	26
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0.033333333
Q1	0.8646981
median	1.7293962
Q3	2.5940943
95-th percentile	4.8935985
Maximum	17.746485
Range	17.746485
Interquartile range (IQR)	1.7293962

Descriptive statistics

Standard deviation	1.598013
Coefficient of variation (CV)	0.90696995
Kurtosis	17.087308
Mean	1.761925
Median Absolute Deviation (MAD)	0.8646981
Skewness	2.5723131
Sum	1441.2547
Variance	2.5536457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0.864698095	117	14.3%
1.72939619	95	11.6%
0.978719698	64	7.8%
1.957439395	58	7.1%
2.594094285	52	6.4%
2.936159093	51	6.2%
0.03333333333	44	5.4%
0.1	32	3.9%
2.218310601	30	3.7%
0.820347237	28	3.4%
Other values (24)	247	30.2%

Value	Count	Frequency (%)
0	26	3.2%
0.03333333333	44	5.4%
0.06666666667	22	2.7%
0.1	32	3.9%
0.1333333333	20	2.4%
0.1666666667	1	0.1%
0.2	13	1.6%
0.2333333333	2	0.2%
0.3	1	0.1%
0.5333333333	1	0.1%

Value	Count	Frequency (%)
17.74648481	1	0.1%
14.69986761	1	0.1%
7.782282855	1	0.1%
6.052886665	4	0.5%
5.872318186	17	2.1%
5.18818857	11	1.3%
4.893598488	9	1.1%
4.436621202	1	0.1%
4.323490475	22	2.7%
3.91487879	13	1.6%

genes_mutados
Text

Missing

Distinct	277
Distinct (%)	35.0%
Missing	26
Missing (%)	3.2%
Memory size	6.5 KiB

Length

Max length	144
Median length	119
Mean length	16.837121
Min length	7

Characters and Unicode

Total characters	13.335
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	198 ?
Unique (%)	25.0%

Sample

1st row	['KIT', 'RB1', 'TP53']
2nd row	['KIT', 'RB1', 'TP53']
3rd row	['KIT', 'RB1', 'TP53']
4th row	['KIT', 'RB1', 'TP53']
5th row	['RB1', 'TP53']

Value	Count	Frequency (%)
kit	602	36.0%
pdgfra	71	4.3%
rb1	55	3.3%
tp53	48	2.9%
nf1	45	2.7%
max	41	2.5%
setd2	38	2.3%
mga	33	2.0%
pten	27	1.6%
tsc2	24	1.4%
Other values (220)	686	41.1%

Most occurring characters

Value	Count	Frequency (%)
'	3340	25.0%
T	991	7.4%
	878	6.6%
,	878	6.6%
[	792	5.9%
]	792	5.9%
K	751	5.6%
I	685	5.1%
A	392	2.9%
R	388	2.9%
Other values (32)	3448	25.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13335	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
'	3340	25.0%
T	991	7.4%
	878	6.6%
,	878	6.6%
[	792	5.9%
]	792	5.9%
K	751	5.6%
I	685	5.1%
A	392	2.9%
R	388	2.9%
Other values (32)	3448	25.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13335	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
'	3340	25.0%
T	991	7.4%
	878	6.6%
,	878	6.6%
[	792	5.9%
]	792	5.9%
K	751	5.6%
I	685	5.1%
A	392	2.9%
R	388	2.9%
Other values (32)	3448	25.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13335	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
'	3340	25.0%
T	991	7.4%
	878	6.6%
,	878	6.6%
[	792	5.9%
]	792	5.9%
K	751	5.6%
I	685	5.1%
A	392	2.9%
R	388	2.9%
Other values (32)	3448	25.9%

race
Categorical

High correlation Imbalance Missing

Distinct	7
Distinct (%)	0.9%
Missing	10
Missing (%)	1.2%
Memory size	6.5 KiB

WHITE	603
BLACK OR AFRICAN AMERICAN	98
ASIAN-FAR EAST/INDIAN SUBCONT	55
PT REFUSED TO ANSWER	29
OTHER	15
Other values (2)	8

Length

Max length	29
Median length	5
Mean length	9.644802
Min length	5

Characters and Unicode

Total characters	7.793
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	WHITE
2nd row	WHITE
3rd row	WHITE
4th row	WHITE
5th row	WHITE

Common Values

Value	Count	Frequency (%)
WHITE	603	73.7%
BLACK OR AFRICAN AMERICAN	98	12.0%
ASIAN-FAR EAST/INDIAN SUBCONT	55	6.7%
PT REFUSED TO ANSWER	29	3.5%
OTHER	15	1.8%
UNKNOWN	7	0.9%
NATIVE AMERICAN-AM IND/ALASKA	1	0.1%
(Missing)	10	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
white	603	46.3%
black	98	7.5%
or	98	7.5%
african	98	7.5%
american	98	7.5%
asian-far	55	4.2%
east/indian	55	4.2%
subcont	55	4.2%
pt	29	2.2%
refused	29	2.2%
Other values (7)	83	6.4%

Most occurring characters

Value	Count	Frequency (%)
I	967	12.4%
E	860	11.0%
A	801	10.3%
T	787	10.1%
W	639	8.2%
H	618	7.9%
	493	6.3%
N	469	6.0%
R	423	5.4%
C	350	4.5%
Other values (13)	1386	17.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7793	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	967	12.4%
E	860	11.0%
A	801	10.3%
T	787	10.1%
W	639	8.2%
H	618	7.9%
	493	6.3%
N	469	6.0%
R	423	5.4%
C	350	4.5%
Other values (13)	1386	17.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7793	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	967	12.4%
E	860	11.0%
A	801	10.3%
T	787	10.1%
W	639	8.2%
H	618	7.9%
	493	6.3%
N	469	6.0%
R	423	5.4%
C	350	4.5%
Other values (13)	1386	17.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7793	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	967	12.4%
E	860	11.0%
A	801	10.3%
T	787	10.1%
W	639	8.2%
H	618	7.9%
	493	6.3%
N	469	6.0%
R	423	5.4%
C	350	4.5%
Other values (13)	1386	17.8%

sex
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	5
Missing (%)	0.6%
Memory size	6.5 KiB

Male	458
Female	355

Length

Max length	6
Median length	4
Mean length	4.8733087
Min length	4

Characters and Unicode

Total characters	3.962
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Female
2nd row	Female
3rd row	Female
4th row	Female
5th row	Female

Common Values

Value	Count	Frequency (%)
Male	458	56.0%
Female	355	43.4%
(Missing)	5	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
male	458	56.3%
female	355	43.7%

Most occurring characters

Value	Count	Frequency (%)
e	1168	29.5%
a	813	20.5%
l	813	20.5%
M	458	11.6%
F	355	9.0%
m	355	9.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3962	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1168	29.5%
a	813	20.5%
l	813	20.5%
M	458	11.6%
F	355	9.0%
m	355	9.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3962	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1168	29.5%
a	813	20.5%
l	813	20.5%
M	458	11.6%
F	355	9.0%
m	355	9.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3962	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1168	29.5%
a	813	20.5%
l	813	20.5%
M	458	11.6%
F	355	9.0%
m	355	9.0%

ethnicity
Categorical

Imbalance Missing

Distinct	7
Distinct (%)	0.9%
Missing	20
Missing (%)	2.4%
Memory size	6.5 KiB

Non-Spanish; Non-Hispanic	728
Spanish NOS; Hispanic NOS, Latino NOS	38
Unknown whether Spanish or not	27
Puerto Rican	2
Dominican Republic	1
Other values (2)	2

Length

Max length	38
Median length	25
Mean length	25.736842
Min length	5

Characters and Unicode

Total characters	20.538
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.4%

Sample

1st row	Non-Spanish; Non-Hispanic
2nd row	Non-Spanish; Non-Hispanic
3rd row	Non-Spanish; Non-Hispanic
4th row	Non-Spanish; Non-Hispanic
5th row	Non-Spanish; Non-Hispanic

Common Values

Value	Count	Frequency (%)
Non-Spanish; Non-Hispanic	728	89.0%
Spanish NOS; Hispanic NOS, Latino NOS	38	4.6%
Unknown whether Spanish or not	27	3.3%
Puerto Rican	2	0.2%
Dominican Republic	1	0.1%
Cuban	1	0.1%
South/Central America (except Brazil)	1	0.1%
(Missing)	20	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
non-spanish	728	39.8%
non-hispanic	728	39.8%
nos	114	6.2%
spanish	65	3.6%
hispanic	38	2.1%
latino	38	2.1%
unknown	27	1.5%
whether	27	1.5%
or	27	1.5%
not	27	1.5%
Other values (9)	11	0.6%

Most occurring characters

Value	Count	Frequency (%)
n	3167	15.4%
i	2370	11.5%
a	1604	7.8%
o	1579	7.7%
N	1570	7.6%
p	1561	7.6%
s	1559	7.6%
-	1456	7.1%
	1070	5.2%
S	908	4.4%
Other values (28)	3694	18.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20538	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	3167	15.4%
i	2370	11.5%
a	1604	7.8%
o	1579	7.7%
N	1570	7.6%
p	1561	7.6%
s	1559	7.6%
-	1456	7.1%
	1070	5.2%
S	908	4.4%
Other values (28)	3694	18.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20538	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	3167	15.4%
i	2370	11.5%
a	1604	7.8%
o	1579	7.7%
N	1570	7.6%
p	1561	7.6%
s	1559	7.6%
-	1456	7.1%
	1070	5.2%
S	908	4.4%
Other values (28)	3694	18.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20538	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	3167	15.4%
i	2370	11.5%
a	1604	7.8%
o	1579	7.7%
N	1570	7.6%
p	1561	7.6%
s	1559	7.6%
-	1456	7.1%
	1070	5.2%
S	908	4.4%
Other values (28)	3694	18.0%

os_status
Categorical

High correlation Missing

Distinct	4
Distinct (%)	0.5%
Missing	10
Missing (%)	1.2%
Memory size	6.5 KiB

LIVING	457
DECEASED	213
1:DECEASED	71
0:LIVING	67

Length

Max length	10
Median length	6
Mean length	7.0445545
Min length	6

Characters and Unicode

Total characters	5.692
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1:DECEASED
2nd row	1:DECEASED
3rd row	1:DECEASED
4th row	1:DECEASED
5th row	DECEASED

Common Values

Value	Count	Frequency (%)
LIVING	457	55.9%
DECEASED	213	26.0%
1:DECEASED	71	8.7%
0:LIVING	67	8.2%
(Missing)	10	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
living	457	56.6%
deceased	213	26.4%
1:deceased	71	8.8%
0:living	67	8.3%

Most occurring characters

Value	Count	Frequency (%)
I	1048	18.4%
E	852	15.0%
D	568	10.0%
L	524	9.2%
V	524	9.2%
G	524	9.2%
N	524	9.2%
C	284	5.0%
A	284	5.0%
S	284	5.0%
Other values (3)	276	4.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5692	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
I	1048	18.4%
E	852	15.0%
D	568	10.0%
L	524	9.2%
V	524	9.2%
G	524	9.2%
N	524	9.2%
C	284	5.0%
A	284	5.0%
S	284	5.0%
Other values (3)	276	4.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5692	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
I	1048	18.4%
E	852	15.0%
D	568	10.0%
L	524	9.2%
V	524	9.2%
G	524	9.2%
N	524	9.2%
C	284	5.0%
A	284	5.0%
S	284	5.0%
Other values (3)	276	4.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5692	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
I	1048	18.4%
E	852	15.0%
D	568	10.0%
L	524	9.2%
V	524	9.2%
G	524	9.2%
N	524	9.2%
C	284	5.0%
A	284	5.0%
S	284	5.0%
Other values (3)	276	4.8%

os_months
Real number (ℝ)

Missing

Distinct	478
Distinct (%)	62.6%
Missing	55
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%
Mean	40.137544

Minimum	0.066
Maximum	99.879
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.5 KiB

Quantile statistics

Minimum	0.066
5-th percentile	4.241
Q1	17.737
median	34.718
Q3	60.2465
95-th percentile	92.6296
Maximum	99.879
Range	99.813
Interquartile range (IQR)	42.5095

Descriptive statistics

Standard deviation	27.699129
Coefficient of variation (CV)	0.69010523
Kurtosis	-0.78500702
Mean	40.137544
Median Absolute Deviation (MAD)	21.14
Skewness	0.53627044
Sum	30624.946
Variance	767.24175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
97.348	22	2.7%
87.09	18	2.2%
12.164	10	1.2%
11.079	9	1.1%
30.247	9	1.1%
63.123	8	1.0%
6.411	8	1.0%
34.751	8	1.0%
2.762	7	0.9%
21.699	7	0.9%
Other values (468)	657	80.3%
(Missing)	55	6.7%

Value	Count	Frequency (%)
0.066	1	0.1%
0.132	1	0.1%
0.296	1	0.1%
0.427	1	0.1%
0.46	1	0.1%
0.921	2	0.2%
1.085	1	0.1%
1.348	1	0.1%
1.644	1	0.1%
1.742	1	0.1%

Value	Count	Frequency (%)
99.879	1	0.1%
99.189	4	0.5%
97.348	22	2.7%
97.151	1	0.1%
95.901	1	0.1%
95.277	1	0.1%
94.356	1	0.1%
94.159	5	0.6%
92.909	1	0.1%
92.646	2	0.2%

Interactions

Correlations

	AGENT	Breakpoint_Type	Class	Connection_Type	EVENT_TYPE	NOTE	Normal_Read_Count	START_DATE	STOP_DATE	SUBTYPE	SV_Length	Site1_Chromosome	Site1_Position	Site2_Chromosome	Site2_Position	TREATMENT_BEST_RESPONSE	Tumor_Paired_End_Read_Count	Tumor_Read_Count	Tumor_Split_Read_Count	Tumor_Variant_Count	age_at_diagnosis	ethnicity	first_treatment_miotic_rate_50hpf	first_treatment_tumor_size_cm	gene_panel	institute	metastatic_site	msi_score	msi_type	os_adjuvanttherapy	os_months	os_status	ped_ind	pre_therapy_group	primary_site	race	religion	rfs_months	rfs_status	risk_group	sample_coverage	sample_type	sex	stage_at_diagnosis	tmb_nonsynonymous	tumor_purity
AGENT	1.000	0.000	0.000	0.000	1.000	0.602	0.000	0.495	0.454	0.599	1.000	0.000	0.000	0.000	0.000	0.375	0.000	0.000	0.000	0.000	0.192	0.158	0.000	0.000	0.000	1.000	0.198	0.000	0.000	0.136	0.146	0.106	1.000	0.187	0.000	0.000	0.000	0.000	0.276	0.000	0.000	0.189	0.089	0.000	0.095	0.000
Breakpoint_Type	0.000	1.000	0.096	0.000	1.000	1.000	0.000	1.000	1.000	0.000	0.000	0.313	0.253	0.000	0.000	0.000	0.412	0.081	0.935	0.464	0.853	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.489	0.000	1.000	1.000	0.000	0.175	0.355	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.503	0.448
Class	0.000	0.096	1.000	0.605	1.000	1.000	0.321	1.000	1.000	0.000	0.167	0.468	0.328	0.495	0.287	0.000	0.179	0.438	0.303	0.169	0.000	0.000	0.000	0.539	0.531	0.000	0.282	0.322	0.181	0.459	0.261	0.119	1.000	0.707	0.151	0.135	0.132	0.000	0.000	1.000	0.317	0.213	0.241	0.000	0.000	0.191
Connection_Type	0.000	0.000	0.605	1.000	1.000	1.000	0.281	1.000	1.000	0.000	0.110	0.394	0.355	0.289	0.473	0.099	0.229	0.263	0.000	0.000	0.000	0.000	0.189	0.624	0.286	0.000	0.443	0.643	0.198	0.183	0.262	0.462	1.000	0.866	0.404	0.358	0.359	0.000	0.000	1.000	0.391	0.335	0.468	0.000	0.373	0.000
EVENT_TYPE	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.000	1.000	0.000	0.103	1.000	0.000	0.000	0.000	0.079	0.000	0.000	1.000	0.000	0.134	0.000	0.000	0.689	0.059	1.000	0.000	0.000	0.000	0.000	0.000	0.340
NOTE	0.602	1.000	1.000	1.000	1.000	1.000	1.000	0.221	0.163	0.613	1.000	1.000	1.000	1.000	1.000	0.285	1.000	1.000	1.000	1.000	0.396	0.000	0.135	0.000	0.192	1.000	0.395	0.000	0.000	0.000	0.282	0.100	1.000	0.247	0.000	0.173	0.000	0.238	0.095	0.000	0.000	0.149	0.166	0.000	0.000	0.000
Normal_Read_Count	0.000	0.000	0.321	0.281	1.000	1.000	1.000	0.128	0.226	0.000	0.960	0.609	-0.208	0.595	-0.001	0.000	0.342	0.979	0.480	-0.156	-0.669	0.000	0.439	-0.371	0.687	0.000	0.697	-0.167	0.000	0.000	-0.298	0.000	1.000	0.000	0.399	0.000	0.635	0.122	0.000	1.000	-0.351	0.514	0.239	0.000	-0.019	0.231
START_DATE	0.495	1.000	1.000	1.000	0.000	0.221	0.128	1.000	0.787	0.161	0.137	1.000	0.100	1.000	-0.124	0.083	0.179	0.067	1.000	0.207	-0.350	0.000	-0.136	0.017	0.037	1.000	0.725	0.061	0.000	0.000	-0.073	0.099	1.000	1.000	0.072	0.372	0.000	0.090	0.017	1.000	0.081	0.218	0.206	0.056	0.006	-0.083
STOP_DATE	0.454	1.000	1.000	1.000	1.000	0.163	0.226	0.787	1.000	0.086	0.252	1.000	0.036	1.000	-0.061	0.000	0.293	0.164	1.000	0.139	-0.375	0.097	-0.231	-0.041	0.000	1.000	0.712	0.031	0.000	0.000	-0.039	0.076	1.000	0.000	0.016	0.406	0.000	0.067	0.000	1.000	0.038	0.194	0.161	0.000	0.032	-0.115
SUBTYPE	0.599	0.000	0.000	0.000	1.000	0.613	0.000	0.161	0.086	1.000	1.000	0.000	0.000	0.000	0.000	0.415	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.007	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.238	0.000	0.000	0.184	0.000	0.000	0.000	0.000
SV_Length	1.000	0.000	0.167	0.110	1.000	1.000	0.960	0.137	0.252	1.000	1.000	0.439	-0.144	0.409	0.056	1.000	0.363	0.942	0.000	-0.105	-0.702	0.161	0.509	-0.380	0.000	0.514	0.584	-0.125	0.000	0.000	-0.258	0.017	1.000	0.000	0.298	0.000	0.537	0.019	0.483	1.000	-0.273	0.466	0.175	0.398	-0.029	0.324
Site1_Chromosome	0.000	0.313	0.468	0.394	1.000	1.000	0.609	1.000	1.000	0.000	0.439	1.000	0.625	0.747	0.600	0.000	0.163	0.498	0.441	0.376	0.000	0.342	0.390	0.000	0.571	0.000	0.475	0.311	0.424	0.522	0.395	0.353	1.000	0.000	0.495	0.538	0.487	0.333	0.000	1.000	0.531	0.554	0.333	0.000	0.465	0.494
Site1_Position	0.000	0.253	0.328	0.355	1.000	1.000	-0.208	0.100	0.036	0.000	-0.144	0.625	1.000	0.530	0.723	0.000	-0.028	-0.193	0.000	0.091	0.039	0.319	-0.232	-0.278	0.000	0.243	0.000	0.143	0.116	0.532	0.232	0.311	1.000	0.500	0.432	0.101	0.000	0.011	0.000	1.000	-0.070	0.253	0.343	0.000	-0.058	-0.016
Site2_Chromosome	0.000	0.000	0.495	0.289	1.000	1.000	0.595	1.000	1.000	0.000	0.409	0.747	0.530	1.000	0.467	0.000	0.336	0.494	0.412	0.502	0.000	0.222	0.498	0.136	0.509	0.420	0.521	0.391	0.578	0.275	0.384	0.428	1.000	0.500	0.431	0.173	0.372	0.333	0.218	1.000	0.381	0.459	0.179	0.218	0.419	0.170
Site2_Position	0.000	0.000	0.287	0.473	1.000	1.000	-0.001	-0.124	-0.061	0.000	0.056	0.600	0.723	0.467	1.000	0.000	-0.055	0.015	0.000	-0.241	-0.017	0.000	-0.179	-0.146	0.000	0.000	0.262	0.166	0.550	0.389	-0.171	0.529	1.000	0.500	0.436	0.512	0.207	-0.163	0.197	1.000	0.070	0.667	0.000	0.000	-0.025	0.127
TREATMENT_BEST_RESPONSE	0.375	0.000	0.000	0.099	1.000	0.285	0.000	0.083	0.000	0.415	1.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.122	0.117	0.311	0.064	0.125	1.000	0.097	0.000	0.109	0.148	0.284	0.124	1.000	0.365	0.168	0.153	0.148	0.165	0.702	0.265	0.041	0.232	0.000	0.320	0.102	0.000
Tumor_Paired_End_Read_Count	0.000	0.412	0.179	0.229	1.000	1.000	0.342	0.179	0.293	0.000	0.363	0.163	-0.028	0.336	-0.055	0.000	1.000	0.260	0.000	0.995	-0.383	0.000	0.280	-0.492	0.253	0.000	0.160	0.223	0.000	0.000	0.171	0.000	1.000	0.866	0.192	0.000	0.134	0.064	0.479	1.000	0.217	0.245	0.466	0.745	0.202	0.192
Tumor_Read_Count	0.000	0.081	0.438	0.263	1.000	1.000	0.979	0.067	0.164	0.000	0.942	0.498	-0.193	0.494	0.015	0.000	0.260	1.000	0.363	-0.217	-0.735	0.000	0.414	-0.377	0.340	0.000	0.738	-0.183	0.000	0.174	-0.310	0.000	1.000	0.000	0.284	0.000	0.607	0.125	0.000	1.000	-0.310	0.530	0.233	0.000	-0.046	0.189
Tumor_Split_Read_Count	0.000	0.935	0.303	0.000	1.000	1.000	0.480	1.000	1.000	0.000	0.000	0.441	0.000	0.412	0.000	0.000	0.000	0.363	1.000	0.000	0.000	0.108	0.000	0.000	0.738	0.000	0.316	0.000	0.000	0.000	0.301	0.033	1.000	0.000	0.000	0.000	0.397	0.000	0.000	1.000	0.000	0.000	0.000	0.208	0.379	0.528
Tumor_Variant_Count	0.000	0.464	0.169	0.000	1.000	1.000	-0.156	0.207	0.139	0.000	-0.105	0.376	0.091	0.502	-0.241	0.000	0.995	-0.217	0.000	1.000	-0.265	0.180	0.116	-0.399	0.160	0.000	0.216	0.160	0.000	0.000	0.426	0.322	1.000	0.000	0.244	0.071	0.378	-0.033	0.000	1.000	0.118	0.184	0.283	0.000	0.041	-0.120
age_at_diagnosis	0.192	0.853	0.000	0.000	0.000	0.396	-0.669	-0.350	-0.375	0.000	-0.702	0.000	0.039	0.000	-0.017	0.122	-0.383	-0.735	0.000	-0.265	1.000	0.000	-0.033	-0.028	0.207	0.077	0.179	-0.007	0.022	0.311	-0.017	0.214	0.763	0.465	0.113	0.052	0.131	-0.013	0.217	0.000	-0.161	0.187	0.087	0.201	0.071	0.090
ethnicity	0.158	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.097	0.000	0.161	0.342	0.319	0.222	0.000	0.117	0.000	0.000	0.108	0.180	0.000	1.000	0.000	0.000	0.024	0.000	0.178	0.000	0.032	0.075	0.059	0.000	0.000	0.090	0.435	0.140	0.396	0.000	0.000	0.081	0.000	0.000	0.137	0.000	0.000	0.073
first_treatment_miotic_rate_50hpf	0.000	0.000	0.000	0.189	1.000	0.135	0.439	-0.136	-0.231	0.000	0.509	0.390	-0.232	0.498	-0.179	0.311	0.280	0.414	0.000	0.116	-0.033	0.000	1.000	0.243	0.190	0.000	0.000	0.350	0.069	0.237	-0.039	0.148	0.000	0.000	0.000	0.025	0.302	-0.140	0.317	0.059	0.022	0.000	0.134	0.354	0.138	0.117
first_treatment_tumor_size_cm	0.000	0.000	0.539	0.624	0.000	0.000	-0.371	0.017	-0.041	0.000	-0.380	0.000	-0.278	0.136	-0.146	0.064	-0.492	-0.377	0.000	-0.399	-0.028	0.000	0.243	1.000	0.140	0.000	0.153	0.325	0.117	0.346	-0.048	0.168	0.000	0.333	0.093	0.039	0.269	-0.146	0.383	0.100	0.051	0.075	0.120	0.235	0.107	0.003
gene_panel	0.000	0.000	0.531	0.286	0.103	0.192	0.687	0.037	0.000	0.000	0.000	0.571	0.000	0.509	0.000	0.125	0.253	0.340	0.738	0.160	0.207	0.024	0.190	0.140	1.000	0.082	0.330	0.140	0.216	0.337	0.354	0.195	0.065	0.394	0.300	0.080	0.225	0.205	0.372	0.135	0.361	0.188	0.000	0.139	0.201	0.146
institute	1.000	0.000	0.000	0.000	1.000	1.000	0.000	1.000	1.000	1.000	0.514	0.000	0.243	0.420	0.000	1.000	0.000	0.000	0.000	0.000	0.077	0.000	0.000	0.000	0.082	1.000	0.401	0.000	0.000	0.067	0.081	0.049	0.214	0.065	0.295	0.069	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
metastatic_site	0.198	0.000	0.282	0.443	0.000	0.395	0.697	0.725	0.712	0.000	0.584	0.475	0.000	0.521	0.262	0.097	0.160	0.738	0.316	0.216	0.179	0.178	0.000	0.153	0.330	0.401	1.000	0.297	0.355	0.253	0.240	0.254	0.000	0.396	0.334	0.133	0.188	0.126	0.542	0.240	0.246	0.515	0.232	0.450	0.364	0.199
msi_score	0.000	0.000	0.322	0.643	0.000	0.000	-0.167	0.061	0.031	0.000	-0.125	0.311	0.143	0.391	0.166	0.000	0.223	-0.183	0.000	0.160	-0.007	0.000	0.350	0.325	0.140	0.000	0.297	1.000	0.590	0.112	-0.124	0.201	0.000	0.115	0.090	0.029	0.211	-0.118	0.298	0.099	0.122	0.141	0.000	0.149	0.217	0.259
msi_type	0.000	0.000	0.181	0.198	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.424	0.116	0.578	0.550	0.109	0.000	0.000	0.000	0.000	0.022	0.032	0.069	0.117	0.216	0.000	0.355	0.590	1.000	0.000	0.233	0.122	0.000	0.061	0.149	0.053	0.114	0.073	0.066	0.000	0.083	0.057	0.026	0.069	0.060	0.103
os_adjuvanttherapy	0.136	0.000	0.459	0.183	0.079	0.000	0.000	0.000	0.000	0.000	0.000	0.522	0.532	0.275	0.389	0.148	0.000	0.174	0.000	0.000	0.311	0.075	0.237	0.346	0.337	0.067	0.253	0.112	0.000	1.000	0.000	0.259	0.000	0.794	0.272	0.000	0.122	0.103	0.358	0.155	0.163	0.297	0.072	0.136	0.220	0.085
os_months	0.146	0.489	0.261	0.262	0.000	0.282	-0.298	-0.073	-0.039	0.007	-0.258	0.395	0.232	0.384	-0.171	0.284	0.171	-0.310	0.301	0.426	-0.017	0.059	-0.039	-0.048	0.354	0.081	0.240	-0.124	0.233	0.000	1.000	0.294	0.000	0.172	0.150	0.087	0.161	0.181	0.235	0.075	0.111	0.148	0.183	0.162	-0.128	0.043
os_status	0.106	0.000	0.119	0.462	0.000	0.100	0.000	0.099	0.076	0.000	0.017	0.353	0.311	0.428	0.529	0.124	0.000	0.000	0.033	0.322	0.214	0.000	0.148	0.168	0.195	0.049	0.254	0.201	0.122	0.259	0.294	1.000	0.028	0.000	0.430	0.024	0.197	0.174	0.528	0.092	0.248	0.207	0.115	0.376	0.283	0.100
ped_ind	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.763	0.000	0.000	0.000	0.065	0.214	0.000	0.000	0.000	0.000	0.000	0.028	1.000	1.000	0.000	0.172	0.000	0.433	0.000	0.000	0.121	0.047	0.000	0.000	0.000	0.109
pre_therapy_group	0.187	1.000	0.707	0.866	0.000	0.247	0.000	1.000	0.000	0.000	0.000	0.000	0.500	0.500	0.500	0.365	0.866	0.000	0.000	0.000	0.465	0.090	0.000	0.333	0.394	0.065	0.396	0.115	0.061	0.794	0.172	0.000	1.000	1.000	0.235	0.067	0.253	0.208	0.195	1.000	0.100	0.214	0.000	0.374	0.000	0.137
primary_site	0.000	0.000	0.151	0.404	0.134	0.000	0.399	0.072	0.016	0.000	0.298	0.495	0.432	0.431	0.436	0.168	0.192	0.284	0.000	0.244	0.113	0.435	0.000	0.093	0.300	0.295	0.334	0.090	0.149	0.272	0.150	0.430	0.000	0.235	1.000	0.141	0.132	0.084	0.361	0.000	0.171	0.152	0.108	0.255	0.264	0.161
race	0.000	0.175	0.135	0.358	0.000	0.173	0.000	0.372	0.406	0.000	0.000	0.538	0.101	0.173	0.512	0.153	0.000	0.000	0.000	0.071	0.052	0.140	0.025	0.039	0.080	0.069	0.133	0.029	0.053	0.000	0.087	0.024	0.172	0.067	0.141	1.000	0.310	0.118	0.080	0.060	0.030	0.020	0.149	0.103	0.403	0.083
religion	0.000	0.355	0.132	0.359	0.000	0.000	0.635	0.000	0.000	0.000	0.537	0.487	0.000	0.372	0.207	0.148	0.134	0.607	0.397	0.378	0.131	0.396	0.302	0.269	0.225	0.000	0.188	0.211	0.114	0.122	0.161	0.197	0.000	0.253	0.132	0.310	1.000	0.059	0.251	0.073	0.160	0.192	0.127	0.241	0.223	0.079
rfs_months	0.000	0.000	0.000	0.000	0.689	0.238	0.122	0.090	0.067	0.000	0.019	0.333	0.011	0.333	-0.163	0.165	0.064	0.125	0.000	-0.033	-0.013	0.000	-0.140	-0.146	0.205	0.000	0.126	-0.118	0.073	0.103	0.181	0.174	0.433	0.208	0.084	0.118	0.059	1.000	0.167	0.062	-0.018	0.102	0.101	0.454	-0.023	-0.063
rfs_status	0.276	0.000	0.000	0.000	0.059	0.095	0.000	0.017	0.000	0.238	0.483	0.000	0.000	0.218	0.197	0.702	0.479	0.000	0.000	0.000	0.217	0.000	0.317	0.383	0.372	0.000	0.542	0.298	0.066	0.358	0.235	0.528	0.000	0.195	0.361	0.080	0.251	0.167	1.000	0.459	0.227	0.573	0.085	0.616	0.256	0.077
risk_group	0.000	1.000	1.000	1.000	1.000	0.000	1.000	1.000	1.000	0.000	1.000	1.000	1.000	1.000	1.000	0.265	1.000	1.000	1.000	1.000	0.000	0.081	0.059	0.100	0.135	0.000	0.240	0.099	0.000	0.155	0.075	0.092	0.000	1.000	0.000	0.060	0.073	0.062	0.459	1.000	0.155	0.250	0.159	0.996	0.086	0.126
sample_coverage	0.000	0.000	0.317	0.391	0.000	0.000	-0.351	0.081	0.038	0.000	-0.273	0.531	-0.070	0.381	0.070	0.041	0.217	-0.310	0.000	0.118	-0.161	0.000	0.022	0.051	0.361	0.000	0.246	0.122	0.083	0.163	0.111	0.248	0.121	0.100	0.171	0.030	0.160	-0.018	0.227	0.155	1.000	0.227	0.153	0.229	0.148	0.079
sample_type	0.189	0.000	0.213	0.335	0.000	0.149	0.514	0.218	0.194	0.184	0.466	0.554	0.253	0.459	0.667	0.232	0.245	0.530	0.000	0.184	0.187	0.000	0.000	0.075	0.188	0.000	0.515	0.141	0.057	0.297	0.148	0.207	0.047	0.214	0.152	0.020	0.192	0.102	0.573	0.250	0.227	1.000	0.000	0.350	0.208	0.005
sex	0.089	0.000	0.241	0.468	0.000	0.166	0.239	0.206	0.161	0.000	0.175	0.333	0.343	0.179	0.000	0.000	0.466	0.233	0.000	0.283	0.087	0.137	0.134	0.120	0.000	0.000	0.232	0.000	0.026	0.072	0.183	0.115	0.000	0.000	0.108	0.149	0.127	0.101	0.085	0.159	0.153	0.000	1.000	0.099	0.119	0.024
stage_at_diagnosis	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.056	0.000	0.000	0.398	0.000	0.000	0.218	0.000	0.320	0.745	0.000	0.208	0.000	0.201	0.000	0.354	0.235	0.139	0.000	0.450	0.149	0.069	0.136	0.162	0.376	0.000	0.374	0.255	0.103	0.241	0.454	0.616	0.996	0.229	0.350	0.099	1.000	0.177	0.080
tmb_nonsynonymous	0.095	0.503	0.000	0.373	0.000	0.000	-0.019	0.006	0.032	0.000	-0.029	0.465	-0.058	0.419	-0.025	0.102	0.202	-0.046	0.379	0.041	0.071	0.000	0.138	0.107	0.201	0.000	0.364	0.217	0.060	0.220	-0.128	0.283	0.000	0.000	0.264	0.403	0.223	-0.023	0.256	0.086	0.148	0.208	0.119	0.177	1.000	0.021
tumor_purity	0.000	0.448	0.191	0.000	0.340	0.000	0.231	-0.083	-0.115	0.000	0.324	0.494	-0.016	0.170	0.127	0.000	0.192	0.189	0.528	-0.120	0.090	0.073	0.117	0.003	0.146	0.000	0.199	0.259	0.103	0.085	0.043	0.100	0.109	0.137	0.161	0.083	0.079	-0.063	0.077	0.126	0.079	0.005	0.024	0.080	0.021	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	sample_id	patient_id	institute	religion	ped_ind	rfs_status	rfs_months	age_at_diagnosis	stage_at_diagnosis	first_treatment_tumor_size_cm	first_treatment_miotic_rate_50hpf	pre_therapy_group	os_adjuvanttherapy	risk_group	START_DATE	STOP_DATE	EVENT_TYPE	SUBTYPE	AGENT	TREATMENT_BEST_RESPONSE	NOTE	TREATMENT_DETAILS	SV_Status	Site1_Hugo_Symbol	Site2_Hugo_Symbol	Site1_Chromosome	Site2_Chromosome	Site1_Position	Site2_Position	Site1_Description	Site2_Description	NCBI_Build	Class	Tumor_Split_Read_Count	Tumor_Paired_End_Read_Count	Event_Info	Breakpoint_Type	Connection_Type	Annotation	DNA_Support	RNA_Support	SV_Length	Normal_Read_Count	Tumor_Read_Count	Normal_Variant_Count	Tumor_Variant_Count	Comments	cancer_type	sample_type	sample_class	metastatic_site	primary_site	cancer_type_detailed	gene_panel	sample_coverage	tumor_purity	oncotree_code	msi_score	msi_type	somatic_status	age_at_seq_reported_years	tmb_nonsynonymous	genes_mutados	race	sex	ethnicity	os_status	os_months
0	P-0000134-T01-IM3	P-0000134	NaN	NaN	NaN	1:Recurrence	12.0	68.0	Metastatic	13.6	50.0	Neoadjuvant	Yes	NaN	1.0	396.0	TREATMENT	LINE 1 PRE IMPACT	IMATINIB	YES(pr/sd X >/=6 MONTHS)	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT341	761.0	90.0	GIST	5.07	Indeterminate	Matched	69.0	0.133333	['KIT', 'RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	1:DECEASED	11.079
1	P-0000134-T01-IM3	P-0000134	NaN	NaN	NaN	1:Recurrence	12.0	68.0	Metastatic	13.6	50.0	Neoadjuvant	Yes	NaN	608.0	670.0	TREATMENT	LINE 2 POST IMPACT	REGORAFENIB	NO	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT341	761.0	90.0	GIST	5.07	Indeterminate	Matched	69.0	0.133333	['KIT', 'RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	1:DECEASED	11.079
2	P-0000134-T01-IM3	P-0000134	NaN	NaN	NaN	1:Recurrence	12.0	68.0	Metastatic	13.6	50.0	Neoadjuvant	Yes	NaN	731.0	792.0	TREATMENT	LINE 3 POST IMPACT	CLINICAL TRIAL	NO	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT341	761.0	90.0	GIST	5.07	Indeterminate	Matched	69.0	0.133333	['KIT', 'RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	1:DECEASED	11.079
3	P-0000134-T01-IM3	P-0000134	NaN	NaN	NaN	1:Recurrence	12.0	68.0	Metastatic	13.6	50.0	Neoadjuvant	Yes	NaN	396.0	578.0	TREATMENT	LINE 1 POST IMPACT	SUNITINIB AND EVEROLIMUS	NO	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT341	761.0	90.0	GIST	5.07	Indeterminate	Matched	69.0	0.133333	['KIT', 'RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	1:DECEASED	11.079
4	P-0000134-T02-IM3	P-0000134	MSKCC	JEWISH	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.0	396.0	TREATMENT	LINE 1 PRE IMPACT	IMATINIB	YES(pr/sd X >/=6 MONTHS)	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Metastasis	Tumor	Liver	Stomach	Gastrointestinal Stromal Tumor	IMPACT341	661.0	NaN	GIST	3.04	Indeterminate	Matched	70	2.218311	['RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	DECEASED	11.079
5	P-0000134-T02-IM3	P-0000134	MSKCC	JEWISH	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	608.0	670.0	TREATMENT	LINE 2 POST IMPACT	REGORAFENIB	NO	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Metastasis	Tumor	Liver	Stomach	Gastrointestinal Stromal Tumor	IMPACT341	661.0	NaN	GIST	3.04	Indeterminate	Matched	70	2.218311	['RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	DECEASED	11.079
6	P-0000134-T02-IM3	P-0000134	MSKCC	JEWISH	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	731.0	792.0	TREATMENT	LINE 3 POST IMPACT	CLINICAL TRIAL	NO	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Metastasis	Tumor	Liver	Stomach	Gastrointestinal Stromal Tumor	IMPACT341	661.0	NaN	GIST	3.04	Indeterminate	Matched	70	2.218311	['RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	DECEASED	11.079
7	P-0000134-T02-IM3	P-0000134	MSKCC	JEWISH	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	396.0	578.0	TREATMENT	LINE 1 POST IMPACT	SUNITINIB AND EVEROLIMUS	NO	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Metastasis	Tumor	Liver	Stomach	Gastrointestinal Stromal Tumor	IMPACT341	661.0	NaN	GIST	3.04	Indeterminate	Matched	70	2.218311	['RB1', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	DECEASED	11.079
8	P-0000306-T01-IM3	P-0000306	MSKCC	NONE	No	1:Recurrence	89.0	48.0	Localized	13.0	5.0	NaN	No	Moderate	-967.0	409.0	TREATMENT	LINE 1 POST IMPACT	IMATINIB	YES	ONGOING	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Stomach	Gastrointestinal Stromal Tumor	IMPACT341	212.0	90.0	GIST	0.76	Stable	Matched	57	1.109155	['KIT']	WHITE	Male	Non-Spanish; Non-Hispanic	LIVING	92.351
9	P-0000309-T03-IM5	P-0000309	MSKCC	CATHOLIC/ROMAN	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	39462.0	39615.0	TREATMENT	LINE 1 PRE IMPACT	IMATINIB	NO	NaN	Medical Therapy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Metastasis	Tumor	Lung	Small Bowel	Gastrointestinal Stromal Tumor	IMPACT410	893.0	80.0	GIST	1.11	Stable	Matched	60	0.978720	['KMT2B']	ASIAN-FAR EAST/INDIAN SUBCONT	Female	Non-Spanish; Non-Hispanic	LIVING	34.718

	sample_id	patient_id	institute	religion	ped_ind	rfs_status	rfs_months	age_at_diagnosis	stage_at_diagnosis	first_treatment_tumor_size_cm	first_treatment_miotic_rate_50hpf	pre_therapy_group	os_adjuvanttherapy	risk_group	START_DATE	STOP_DATE	EVENT_TYPE	SUBTYPE	AGENT	TREATMENT_BEST_RESPONSE	NOTE	TREATMENT_DETAILS	SV_Status	Site1_Hugo_Symbol	Site2_Hugo_Symbol	Site1_Chromosome	Site2_Chromosome	Site1_Position	Site2_Position	Site1_Description	Site2_Description	NCBI_Build	Class	Tumor_Split_Read_Count	Tumor_Paired_End_Read_Count	Event_Info	Breakpoint_Type	Connection_Type	Annotation	DNA_Support	RNA_Support	SV_Length	Normal_Read_Count	Tumor_Read_Count	Normal_Variant_Count	Tumor_Variant_Count	Comments	cancer_type	sample_type	sample_class	metastatic_site	primary_site	cancer_type_detailed	gene_panel	sample_coverage	tumor_purity	oncotree_code	msi_score	msi_type	somatic_status	age_at_seq_reported_years	tmb_nonsynonymous	genes_mutados	race	sex	ethnicity	os_status	os_months
808	P-0068742-T01-IM7	P-0068742	NaN	NaN	NaN	0:No recurrence	14.0	77.0	Localized	13.5	1.0	Neoadjuvant	Yes	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	415.0	20.0	GIST	0.02	Stable	Matched	78.0	0.033333	['KIT']	ASIAN-FAR EAST/INDIAN SUBCONT	Female	Non-Spanish; Non-Hispanic	0:LIVING	13.775
809	P-0069520-T01-IM7	P-0069520	NaN	NaN	NaN	0:No recurrence	5.0	71.0	Localized	6.0	2.0	NaN	No	Moderate	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	402.0	80.0	GIST	0.24	Stable	Matched	NaN	0.033333	['KIT']	BLACK OR AFRICAN AMERICAN	Female	Non-Spanish; Non-Hispanic	0:LIVING	NaN
810	P-0069950-T01-IM7	P-0069950	NaN	NaN	NaN	0:No recurrence	0.0	70.0	Localized	5.6	2.0	NaN	No	Moderate	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	479.0	70.0	GIST	0.06	Stable	Matched	NaN	0.033333	['PDGFRA']	WHITE	Male	Non-Spanish; Non-Hispanic	0:LIVING	NaN
811	P-0070054-T01-IM7	P-0070054	NaN	NaN	NaN	1:Recurrence	0.0	78.0	Metastatic	9.2	NaN	Palliative	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Liver	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	283.0	60.0	GIST	0.20	Stable	Matched	NaN	0.033333	['ROS1']	WHITE	Male	Spanish NOS; Hispanic NOS, Latino NOS	1:DECEASED	NaN
812	P-0070183-T01-IM7	P-0070183	NaN	NaN	NaN	0:No recurrence	2.0	60.0	Localized	6.2	1.0	NaN	No	High	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	557.0	80.0	GIST	0.24	Stable	Matched	NaN	0.033333	['PDGFRA']	BLACK OR AFRICAN AMERICAN	Female	Non-Spanish; Non-Hispanic	0:LIVING	NaN
813	P-0071460-T02-IM7	P-0071460	NaN	NaN	NaN	1:Recurrence	0.0	74.0	Metastatic	13.1	NaN	Palliative	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Soft Tissue	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	418.0	90.0	GIST	3.58	Indeterminate	Matched	74.0	0.100000	['KIT']	WHITE	Male	Non-Spanish; Non-Hispanic	1:DECEASED	2.499
814	P-0071507-T01-IM7	P-0071507	NaN	NaN	NaN	0:No recurrence	1.0	59.0	Localized	5.3	3.0	NaN	No	Moderate	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	657.0	90.0	GIST	0.11	Stable	Matched	59.0	0.033333	['PDGFRA']	PT REFUSED TO ANSWER	Female	Unknown whether Spanish or not	0:LIVING	13.151
815	P-0072264-T01-IM7	P-0072264	NaN	NaN	NaN	0:No recurrence	8.0	75.0	Localized	6.5	4.0	NaN	No	Low	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	505.0	90.0	GIST	0.18	Stable	Matched	76.0	0.066667	['KIT', 'RPTOR']	OTHER	Female	Spanish NOS; Hispanic NOS, Latino NOS	0:LIVING	16.636
816	P-0072497-T01-IM7	P-0072497	NaN	NaN	NaN	1:Recurrence	0.0	60.0	Localized	18.0	11.0	Palliative	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Gastric	Gastrointestinal Stromal Tumor	IMPACT505	511.0	80.0	GIST	3.34	Indeterminate	Matched	77.0	0.100000	['APLNR', 'KIT']	BLACK OR AFRICAN AMERICAN	Female	Spanish NOS; Hispanic NOS, Latino NOS	0:LIVING	17.721
817	P-0074085-T01-IM7	P-0074085	NaN	NaN	NaN	1:Recurrence	0.0	72.0	Metastatic	9.2	16.0	Palliative	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Gastrointestinal Stromal Tumor	Primary	Tumor	Not Applicable	Small Bowel	Gastrointestinal Stromal Tumor	IMPACT505	350.0	80.0	GIST	1.88	Stable	Matched	72.0	0.166667	['PDGFRA', 'PIK3R1', 'SRSF2', 'TET2', 'TP53']	WHITE	Female	Non-Spanish; Non-Hispanic	1:DECEASED	0.460

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

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Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)